Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000017

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000386

distance 0.317

#2 · Ahmednagarcell 4660013354

distance 0.353 · cross-district

#3 · Solapurcell 4960007798

distance 0.361 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003649

distance 0.361 · cross-district

#5 · Chandrapurcell 4730000315

distance 0.362

#6 · Ahmednagarcell 4660012639

distance 0.364 · cross-district

#7 · Gadchirolicell 4750002523

distance 0.366 · cross-district

#8 · Solapurcell 4960008039

distance 0.371 · cross-district

#9 · Jalgaoncell 4780010003

distance 0.374 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002852

distance 0.378 · cross-district

#11 · Solapurcell 4960007023

distance 0.379 · cross-district

#12 · Solapurcell 4960007917

distance 0.379 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003135

distance 0.381 · cross-district

#14 · Nashikcell 4870007490

distance 0.383 · cross-district

#15 · Dhulecell 4740006019

distance 0.385 · cross-district

#16 · Ahmednagarcell 4660013733

distance 0.388 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003555

distance 0.392 · cross-district

#18 · Ahmednagarcell 4660012635

distance 0.397 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730000017}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.