Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006232

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007255

distance 0.209

#2 · Bhandaracell 4710001478

distance 0.211 · cross-district

#3 · Bhandaracell 4710001474

distance 0.224 · cross-district

#4 · Gondiacell 4760000810

distance 0.248 · cross-district

#5 · Bhandaracell 4710001716

distance 0.259 · cross-district

#6 · Gadchirolicell 4750011048

distance 0.266 · cross-district

#7 · Chandrapurcell 4730008583

distance 0.269

#8 · Gadchirolicell 4750010577

distance 0.28 · cross-district

#9 · Yavatmalcell 5000006085

distance 0.285 · cross-district

#10 · Chandrapurcell 4730009383

distance 0.287

#11 · Bhandaracell 4710001277

distance 0.292 · cross-district

#12 · Chandrapurcell 4730008125

distance 0.299

#13 · Chandrapurcell 4730009660

distance 0.299

#14 · Gadchirolicell 4750009807

distance 0.299 · cross-district

#15 · Bhandaracell 4710001479

distance 0.3 · cross-district

#16 · Bhandaracell 4710001024

distance 0.303 · cross-district

#17 · Bhandaracell 4710001124

distance 0.305 · cross-district

#18 · Bhandaracell 4710001089

distance 0.306 · 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":4730006232}}}'

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.