Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002133

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002735

distance 0.116

#2 · Hingolicell 4770002887

distance 0.133

#3 · Hingolicell 4770002965

distance 0.161

#4 · Parbhanicell 4890005050

distance 0.165 · cross-district

#5 · Hingolicell 4770003446

distance 0.183

#6 · Hingolicell 4770000862

distance 0.184

#7 · Hingolicell 4770002601

distance 0.186

#8 · Hingolicell 4770002890

distance 0.218

#9 · Hingolicell 4770002872

distance 0.218

#10 · Hingolicell 4770003509

distance 0.218

#11 · Hingolicell 4770002611

distance 0.23

#12 · Washimcell 4990000865

distance 0.237 · cross-district

#13 · Parbhanicell 4890005241

distance 0.238 · cross-district

#14 · Hingolicell 4770002576

distance 0.244

#15 · Buldhanacell 4720003576

distance 0.244 · cross-district

#16 · Washimcell 4990000485

distance 0.245 · cross-district

#17 · Akolacell 4670000207

distance 0.247 · cross-district

#18 · Buldhanacell 4720005853

distance 0.251 · 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":4770002133}}}'

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.