Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004728

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980005471

distance 0.16 · cross-district

#2 · Amravaticell 4680007389

distance 0.166 · cross-district

#3 · Wardhacell 4980005475

distance 0.174 · cross-district

#4 · Wardhacell 4980003649

distance 0.185 · cross-district

#5 · Wardhacell 4980001196

distance 0.186 · cross-district

#6 · Wardhacell 4980005382

distance 0.195 · cross-district

#7 · Yavatmalcell 5000011557

distance 0.204 · cross-district

#8 · Amravaticell 4680007234

distance 0.205 · cross-district

#9 · Yavatmalcell 5000006929

distance 0.206 · cross-district

#10 · Wardhacell 4980001102

distance 0.208 · cross-district

#11 · Yavatmalcell 5000004830

distance 0.211 · cross-district

#12 · Wardhacell 4980003769

distance 0.211 · cross-district

#13 · Amravaticell 4680006919

distance 0.215 · cross-district

#14 · Yavatmalcell 5000008846

distance 0.216 · cross-district

#15 · Washimcell 4990003081

distance 0.217 · cross-district

#16 · Nandedcell 4850000833

distance 0.22 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005410

distance 0.222 · cross-district

#18 · Washimcell 4990003655

distance 0.223 · 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":4730004728}}}'

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.