Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003509

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002887

distance 0.178

#2 · Hingolicell 4770002872

distance 0.193

#3 · Hingolicell 4770002965

distance 0.197

#4 · Hingolicell 4770002133

distance 0.218

#5 · Hingolicell 4770001349

distance 0.219

#6 · Hingolicell 4770002735

distance 0.227

#7 · Hingolicell 4770003049

distance 0.231

#8 · Hingolicell 4770001522

distance 0.234

#9 · Hingolicell 4770002276

distance 0.236

#10 · Parbhanicell 4890005099

distance 0.236 · cross-district

#11 · Hingolicell 4770002892

distance 0.241

#12 · Parbhanicell 4890005050

distance 0.247 · cross-district

#13 · Hingolicell 4770002825

distance 0.25

#14 · Hingolicell 4770002893

distance 0.251

#15 · Hingolicell 4770003446

distance 0.254

#16 · Buldhanacell 4720003266

distance 0.255 · cross-district

#17 · Amravaticell 4680007518

distance 0.257 · cross-district

#18 · Jalnacell 4790006606

distance 0.259 · 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":4770003509}}}'

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.