Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002676

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002680

distance 0.186

#2 · Gadchirolicell 4750010900

distance 0.235 · cross-district

#3 · Chandrapurcell 4730006665

distance 0.235

#4 · Wardhacell 4980000756

distance 0.251 · cross-district

#5 · Yavatmalcell 5000005762

distance 0.252 · cross-district

#6 · Chandrapurcell 4730002220

distance 0.271

#7 · Chandrapurcell 4730007620

distance 0.272

#8 · Chandrapurcell 4730008340

distance 0.275

#9 · Chandrapurcell 4730008174

distance 0.276

#10 · Bhandaracell 4710000305

distance 0.277 · cross-district

#11 · Chandrapurcell 4730006033

distance 0.277

#12 · Yavatmalcell 5000006512

distance 0.277 · cross-district

#13 · Bhandaracell 4710000306

distance 0.278 · cross-district

#14 · Chandrapurcell 4730005464

distance 0.281

#15 · Chandrapurcell 4730006889

distance 0.281

#16 · Gadchirolicell 4750011672

distance 0.282 · cross-district

#17 · Chandrapurcell 4730002881

distance 0.284

#18 · Gadchirolicell 4750006452

distance 0.286 · 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":4730002676}}}'

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.