Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003983

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007863

distance 0.234 · cross-district

#2 · Chandrapurcell 4730003565

distance 0.236

#3 · Chandrapurcell 4730004071

distance 0.25

#4 · Nagpurcell 4840003880

distance 0.267 · cross-district

#5 · Jalgaoncell 4780004396

distance 0.274 · cross-district

#6 · Dharashivcell 4880000315

distance 0.276 · cross-district

#7 · Nagpurcell 4840004957

distance 0.278 · cross-district

#8 · Parbhanicell 4890002947

distance 0.279 · cross-district

#9 · Akolacell 4670002900

distance 0.282 · cross-district

#10 · Gadchirolicell 4750004793

distance 0.285 · cross-district

#11 · Nashikcell 4870010191

distance 0.29 · cross-district

#12 · Jalgaoncell 4780004398

distance 0.29 · cross-district

#13 · Yavatmalcell 5000003059

distance 0.292 · cross-district

#14 · Chandrapurcell 4730003405

distance 0.293

#15 · Yavatmalcell 5000006251

distance 0.299 · cross-district

#16 · Yavatmalcell 5000003243

distance 0.299 · cross-district

#17 · Gadchirolicell 4750004284

distance 0.301 · cross-district

#18 · Beedcell 4700004449

distance 0.303 · 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":4730003983}}}'

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.