Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003088

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000082

distance 0.268 · cross-district

#2 · Chandrapurcell 4730003293

distance 0.268

#3 · Gadchirolicell 4750010507

distance 0.275 · cross-district

#4 · Buldhanacell 4720004050

distance 0.282 · cross-district

#5 · Chandrapurcell 4730003430

distance 0.288

#6 · Nagpurcell 4840001453

distance 0.29 · cross-district

#7 · Akolacell 4670000494

distance 0.291 · cross-district

#8 · Jalgaoncell 4780006335

distance 0.292 · cross-district

#9 · Buldhanacell 4720001353

distance 0.292 · cross-district

#10 · Chandrapurcell 4730001375

distance 0.294

#11 · Ahmednagarcell 4660001433

distance 0.297 · cross-district

#12 · Washimcell 4990002161

distance 0.297 · cross-district

#13 · Chandrapurcell 4730002177

distance 0.298

#14 · Beedcell 4700003800

distance 0.3 · cross-district

#15 · Dharashivcell 4880005575

distance 0.3 · cross-district

#16 · Gadchirolicell 4750005857

distance 0.301 · cross-district

#17 · Washimcell 4990003855

distance 0.301 · cross-district

#18 · Dharashivcell 4880000604

distance 0.305 · 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":4730003088}}}'

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.