Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004422

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000943

distance 0.254 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000971

distance 0.254 · cross-district

#3 · Beedcell 4700005759

distance 0.262 · cross-district

#4 · Nandedcell 4850000452

distance 0.267 · cross-district

#5 · Jalnacell 4790001320

distance 0.28 · cross-district

#6 · Jalgaoncell 4780006115

distance 0.284 · cross-district

#7 · Amravaticell 4680003486

distance 0.285 · cross-district

#8 · Solapurcell 4960000901

distance 0.294 · cross-district

#9 · Wardhacell 4980000208

distance 0.295 · cross-district

#10 · Nandedcell 4850002151

distance 0.297 · cross-district

#11 · Yavatmalcell 5000003751

distance 0.297 · cross-district

#12 · Nandedcell 4850007880

distance 0.299 · cross-district

#13 · Hingolicell 4770003839

distance 0.301 · cross-district

#14 · Solapurcell 4960002851

distance 0.303 · cross-district

#15 · Nandedcell 4850008916

distance 0.304 · cross-district

#16 · Nandedcell 4850000844

distance 0.304 · cross-district

#17 · Nandedcell 4850000999

distance 0.309 · cross-district

#18 · Dharashivcell 4880002901

distance 0.311 · 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":4730004422}}}'

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.