Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001976

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002298

distance 0.201

#2 · Hingolicell 4770002573

distance 0.209

#3 · Hingolicell 4770002701

distance 0.228

#4 · Hingolicell 4770001914

distance 0.229

#5 · Hingolicell 4770002691

distance 0.236

#6 · Hingolicell 4770003404

distance 0.241

#7 · Hingolicell 4770002162

distance 0.252

#8 · Hingolicell 4770003081

distance 0.253

#9 · Hingolicell 4770003082

distance 0.253

#10 · Hingolicell 4770002002

distance 0.262

#11 · Hingolicell 4770001744

distance 0.27

#12 · Buldhanacell 4720008062

distance 0.274 · cross-district

#13 · Hingolicell 4770000976

distance 0.276

#14 · Hingolicell 4770003202

distance 0.278

#15 · Hingolicell 4770002159

distance 0.283

#16 · Hingolicell 4770003324

distance 0.287

#17 · Hingolicell 4770001978

distance 0.29

#18 · Hingolicell 4770001845

distance 0.292

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":4770001976}}}'

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.