Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003422

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002532

distance 0.21

#2 · Hingolicell 4770002963

distance 0.246

#3 · Hingolicell 4770002451

distance 0.249

#4 · Buldhanacell 4720003379

distance 0.252 · cross-district

#5 · Hingolicell 4770003430

distance 0.254

#6 · Hingolicell 4770001868

distance 0.255

#7 · Akolacell 4670001882

distance 0.255 · cross-district

#8 · Hingolicell 4770002047

distance 0.257

#9 · Buldhanacell 4720004161

distance 0.257 · cross-district

#10 · Hingolicell 4770003198

distance 0.26

#11 · Hingolicell 4770001935

distance 0.26

#12 · Buldhanacell 4720004070

distance 0.261 · cross-district

#13 · Hingolicell 4770000792

distance 0.263

#14 · Akolacell 4670001671

distance 0.265 · cross-district

#15 · Hingolicell 4770003416

distance 0.266

#16 · Akolacell 4670001067

distance 0.267 · cross-district

#17 · Hingolicell 4770002649

distance 0.268

#18 · Hingolicell 4770001874

distance 0.27

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":4770003422}}}'

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.