Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003475

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.358

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004506

distance 0.358 · cross-district

#2 · Punecell 4900005670

distance 0.36 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690004650

distance 0.381 · cross-district

#4 · Yavatmalcell 5000008604

distance 0.383 · cross-district

#5 · Chandrapurcell 4730003166

distance 0.385

#6 · Chandrapurcell 4730000092

distance 0.391

#7 · Punecell 4900002660

distance 0.393 · cross-district

#8 · Parbhanicell 4890001703

distance 0.397 · cross-district

#9 · Punecell 4900005009

distance 0.4 · cross-district

#10 · Solapurcell 4960011463

distance 0.401 · cross-district

#11 · Nandedcell 4850002764

distance 0.402 · cross-district

#12 · Kolhapurcell 4800003821

distance 0.407 · cross-district

#13 · Nandedcell 4850004277

distance 0.407 · cross-district

#14 · Punecell 4900005546

distance 0.408 · cross-district

#15 · Ahmednagarcell 4660000019

distance 0.408 · cross-district

#16 · Nandedcell 4850003176

distance 0.408 · cross-district

#17 · Sanglicell 4930004043

distance 0.41 · cross-district

#18 · Jalgaoncell 4780003707

distance 0.41 · 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":4730003475}}}'

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.