Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003253

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001973

distance 0.143

#2 · Hingolicell 4770003412

distance 0.171

#3 · Hingolicell 4770001974

distance 0.188

#4 · Hingolicell 4770001851

distance 0.218

#5 · Hingolicell 4770002034

distance 0.229

#6 · Hingolicell 4770002024

distance 0.233

#7 · Hingolicell 4770001967

distance 0.237

#8 · Hingolicell 4770002853

distance 0.237

#9 · Hingolicell 4770002776

distance 0.24

#10 · Hingolicell 4770001911

distance 0.244

#11 · Hingolicell 4770001795

distance 0.244

#12 · Hingolicell 4770003056

distance 0.253

#13 · Hingolicell 4770001559

distance 0.255

#14 · Hingolicell 4770001906

distance 0.257

#15 · Hingolicell 4770002091

distance 0.261

#16 · Buldhanacell 4720008018

distance 0.262 · cross-district

#17 · Hingolicell 4770001560

distance 0.263

#18 · Hingolicell 4770001912

distance 0.264

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":4770003253}}}'

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.