Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001619

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001600

distance 0.333 · cross-district

#2 · Hingolicell 4770003054

distance 0.354

#3 · Chhatrapati Sambhajinagarcell 4690002512

distance 0.357 · cross-district

#4 · Akolacell 4670004362

distance 0.365 · cross-district

#5 · Chandrapurcell 4730003759

distance 0.391 · cross-district

#6 · Bhandaracell 4710001491

distance 0.399 · cross-district

#7 · Bhandaracell 4710001687

distance 0.4 · cross-district

#8 · Gondiacell 4760002535

distance 0.402 · cross-district

#9 · Yavatmalcell 5000009824

distance 0.405 · cross-district

#10 · Hingolicell 4770002981

distance 0.409

#11 · Jalgaoncell 4780007113

distance 0.409 · cross-district

#12 · Bhandaracell 4710000782

distance 0.41 · cross-district

#13 · Chandrapurcell 4730003664

distance 0.411 · cross-district

#14 · Chandrapurcell 4730004033

distance 0.411 · cross-district

#15 · Ahmednagarcell 4660002129

distance 0.413 · cross-district

#16 · Bhandaracell 4710001742

distance 0.418 · cross-district

#17 · Gondiacell 4760002051

distance 0.421 · cross-district

#18 · Nagpurcell 4840003241

distance 0.422 · 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":4770001619}}}'

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.