Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002969

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005327

distance 0.232 · cross-district

#2 · Akolacell 4670004643

distance 0.322 · cross-district

#3 · Beedcell 4700009010

distance 0.324 · cross-district

#4 · Parbhanicell 4890005386

distance 0.335 · cross-district

#5 · Hingolicell 4770002535

distance 0.336

#6 · Hingolicell 4770002971

distance 0.34

#7 · Akolacell 4670000201

distance 0.342 · cross-district

#8 · Yavatmalcell 5000001780

distance 0.343 · cross-district

#9 · Gondiacell 4760002135

distance 0.346 · cross-district

#10 · Gondiacell 4760002090

distance 0.351 · cross-district

#11 · Nandedcell 4850000163

distance 0.352 · cross-district

#12 · Gondiacell 4760002977

distance 0.355 · cross-district

#13 · Gondiacell 4760003147

distance 0.357 · cross-district

#14 · Buldhanacell 4720005221

distance 0.358 · cross-district

#15 · Bhandaracell 4710002560

distance 0.362 · cross-district

#16 · Yavatmalcell 5000002359

distance 0.364 · cross-district

#17 · Bhandaracell 4710003452

distance 0.366 · cross-district

#18 · Bhandaracell 4710001325

distance 0.366 · 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":4770002969}}}'

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.