Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001459

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003899

distance 0.258 · cross-district

#2 · Buldhanacell 4720008077

distance 0.262 · cross-district

#3 · Dharashivcell 4880000335

distance 0.269 · cross-district

#4 · Solapurcell 4960005091

distance 0.27 · cross-district

#5 · Amravaticell 4680006576

distance 0.273 · cross-district

#6 · Amravaticell 4680004946

distance 0.28 · cross-district

#7 · Akolacell 4670003815

distance 0.281 · cross-district

#8 · Buldhanacell 4720003318

distance 0.282 · cross-district

#9 · Beedcell 4700008096

distance 0.286 · cross-district

#10 · Parbhanicell 4890002733

distance 0.294 · cross-district

#11 · Amravaticell 4680005891

distance 0.298 · cross-district

#12 · Yavatmalcell 5000005383

distance 0.3 · cross-district

#13 · Ahmednagarcell 4660001327

distance 0.303 · cross-district

#14 · Gadchirolicell 4750010508

distance 0.304 · cross-district

#15 · Jalgaoncell 4780000293

distance 0.31 · cross-district

#16 · Nagpurcell 4840006895

distance 0.313 · cross-district

#17 · Beedcell 4700003453

distance 0.315 · cross-district

#18 · Yavatmalcell 5000009938

distance 0.315 · 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":4730001459}}}'

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.