Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000766

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003740

distance 0.261 · cross-district

#2 · Nandedcell 4850007049

distance 0.279 · cross-district

#3 · Hingolicell 4770004032

distance 0.282

#4 · Washimcell 4990001010

distance 0.3 · cross-district

#5 · Nandedcell 4850001501

distance 0.323 · cross-district

#6 · Chandrapurcell 4730004036

distance 0.332 · cross-district

#7 · Sataracell 4940000100

distance 0.344 · cross-district

#8 · Yavatmalcell 5000007321

distance 0.346 · cross-district

#9 · Buldhanacell 4720005166

distance 0.355 · cross-district

#10 · Yavatmalcell 5000000570

distance 0.358 · cross-district

#11 · Yavatmalcell 5000004327

distance 0.36 · cross-district

#12 · Beedcell 4700007965

distance 0.36 · cross-district

#13 · Yavatmalcell 5000005053

distance 0.363 · cross-district

#14 · Amravaticell 4680000053

distance 0.365 · cross-district

#15 · Jalnacell 4790001335

distance 0.366 · cross-district

#16 · Chandrapurcell 4730001744

distance 0.367 · cross-district

#17 · Solapurcell 4960004107

distance 0.368 · cross-district

#18 · Akolacell 4670004134

distance 0.375 · 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":4770000766}}}'

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.