Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003199

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001822

distance 0.082

#2 · Hingolicell 4770003492

distance 0.101

#3 · Hingolicell 4770002046

distance 0.174

#4 · Hingolicell 4770003036

distance 0.181

#5 · Hingolicell 4770002448

distance 0.189

#6 · Hingolicell 4770003198

distance 0.194

#7 · Hingolicell 4770001680

distance 0.211

#8 · Akolacell 4670001962

distance 0.212 · cross-district

#9 · Amravaticell 4680003559

distance 0.218 · cross-district

#10 · Hingolicell 4770002582

distance 0.22

#11 · Hingolicell 4770002916

distance 0.22

#12 · Hingolicell 4770003487

distance 0.221

#13 · Hingolicell 4770002000

distance 0.224

#14 · Buldhanacell 4720003228

distance 0.224 · cross-district

#15 · Buldhanacell 4720003855

distance 0.224 · cross-district

#16 · Hingolicell 4770001735

distance 0.225

#17 · Akolacell 4670001884

distance 0.225 · cross-district

#18 · Buldhanacell 4720003154

distance 0.229 · 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":4770003199}}}'

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.