Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008867

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008796

distance 0.232

#2 · Gondiacell 4760001239

distance 0.248 · cross-district

#3 · Bhandaracell 4710000642

distance 0.252 · cross-district

#4 · Chandrapurcell 4730007130

distance 0.26

#5 · Gadchirolicell 4750009984

distance 0.268 · cross-district

#6 · Bhandaracell 4710001200

distance 0.272 · cross-district

#7 · Chandrapurcell 4730006672

distance 0.282

#8 · Chandrapurcell 4730008944

distance 0.286

#9 · Chandrapurcell 4730008565

distance 0.291

#10 · Gadchirolicell 4750009735

distance 0.291 · cross-district

#11 · Bhandaracell 4710000811

distance 0.292 · cross-district

#12 · Bhandaracell 4710001475

distance 0.295 · cross-district

#13 · Yavatmalcell 5000006503

distance 0.296 · cross-district

#14 · Bhandaracell 4710001615

distance 0.299 · cross-district

#15 · Bhandaracell 4710001616

distance 0.303 · cross-district

#16 · Chandrapurcell 4730009085

distance 0.307

#17 · Yavatmalcell 5000006634

distance 0.307 · cross-district

#18 · Gadchirolicell 4750010572

distance 0.31 · 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":4730008867}}}'

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.