Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001948

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 4730003774

distance 0.317

#2 · Gondiacell 4760001615

distance 0.319 · cross-district

#3 · Parbhanicell 4890002380

distance 0.325 · cross-district

#4 · Chandrapurcell 4730008112

distance 0.331

#5 · Gadchirolicell 4750006296

distance 0.333 · cross-district

#6 · Bhandaracell 4710000811

distance 0.341 · cross-district

#7 · Gadchirolicell 4750010320

distance 0.346 · cross-district

#8 · Gondiacell 4760000602

distance 0.347 · cross-district

#9 · Chandrapurcell 4730003299

distance 0.348

#10 · Yavatmalcell 5000002686

distance 0.354 · cross-district

#11 · Nandedcell 4850001358

distance 0.354 · cross-district

#12 · Gadchirolicell 4750007077

distance 0.355 · cross-district

#13 · Gadchirolicell 4750007343

distance 0.355 · cross-district

#14 · Buldhanacell 4720007117

distance 0.355 · cross-district

#15 · Nandedcell 4850000083

distance 0.358 · cross-district

#16 · Gadchirolicell 4750006312

distance 0.36 · cross-district

#17 · Chandrapurcell 4730008519

distance 0.36

#18 · Gondiacell 4760000375

distance 0.361 · 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":4730001948}}}'

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.