Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002473

The MH-36 locality cells most similar to this Hingoli 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001620

distance 0.164 · cross-district

#2 · Hingolicell 4770002819

distance 0.167

#3 · Yavatmalcell 5000001276

distance 0.185 · cross-district

#4 · Parbhanicell 4890004488

distance 0.189 · cross-district

#5 · Ahmednagarcell 4660012396

distance 0.199 · cross-district

#6 · Parbhanicell 4890004440

distance 0.21 · cross-district

#7 · Beedcell 4700000937

distance 0.21 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000728

distance 0.218 · cross-district

#9 · Beedcell 4700007540

distance 0.221 · cross-district

#10 · Jalnacell 4790000967

distance 0.222 · cross-district

#11 · Jalnacell 4790001728

distance 0.224 · cross-district

#12 · Yavatmalcell 5000001905

distance 0.228 · cross-district

#13 · Yavatmalcell 5000001878

distance 0.23 · cross-district

#14 · Dharashivcell 4880001036

distance 0.23 · cross-district

#15 · Beedcell 4700007443

distance 0.236 · cross-district

#16 · Solapurcell 4960004478

distance 0.237 · cross-district

#17 · Ahmednagarcell 4660012548

distance 0.237 · cross-district

#18 · Ahmednagarcell 4660012690

distance 0.239 · 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":477,"cluster_id":4770002473}}}'

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.