Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009307

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

0.42

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001557

distance 0.42 · cross-district

#2 · Chandrapurcell 4730006891

distance 0.424

#3 · Ahmednagarcell 4660012770

distance 0.48 · cross-district

#4 · Gadchirolicell 4750011777

distance 0.507 · cross-district

#5 · Jalgaoncell 4780000265

distance 0.509 · cross-district

#6 · Nagpurcell 4840004808

distance 0.509 · cross-district

#7 · Chandrapurcell 4730008737

distance 0.517

#8 · Jalgaoncell 4780000266

distance 0.523 · cross-district

#9 · Jalgaoncell 4780000384

distance 0.53 · cross-district

#10 · Jalgaoncell 4780002192

distance 0.533 · cross-district

#11 · Sanglicell 4930001671

distance 0.536 · cross-district

#12 · Jalgaoncell 4780000292

distance 0.538 · cross-district

#13 · Jalgaoncell 4780000293

distance 0.541 · cross-district

#14 · Ahmednagarcell 4660014359

distance 0.541 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002645

distance 0.545 · cross-district

#16 · Ahmednagarcell 4660014362

distance 0.548 · cross-district

#17 · Jalgaoncell 4780001772

distance 0.561 · cross-district

#18 · Jalgaoncell 4780008798

distance 0.561 · 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":4730009307}}}'

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.