Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720008271

The MH-36 locality cells most similar to this Buldhana 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005809

distance 0.098 · cross-district

#2 · Amravaticell 4680005679

distance 0.102 · cross-district

#3 · Buldhanacell 4720008334

distance 0.107

#4 · Amravaticell 4680005678

distance 0.109 · cross-district

#5 · Buldhanacell 4720008270

distance 0.112

#6 · Buldhanacell 4720008328

distance 0.116

#7 · Buldhanacell 4720008017

distance 0.116

#8 · Amravaticell 4680005550

distance 0.119 · cross-district

#9 · Buldhanacell 4720004018

distance 0.12

#10 · Buldhanacell 4720008330

distance 0.121

#11 · Buldhanacell 4720004487

distance 0.121

#12 · Buldhanacell 4720004171

distance 0.122

#13 · Buldhanacell 4720008304

distance 0.124

#14 · Buldhanacell 4720004096

distance 0.125

#15 · Buldhanacell 4720008410

distance 0.127

#16 · Buldhanacell 4720004331

distance 0.13

#17 · Buldhanacell 4720004473

distance 0.132

#18 · Buldhanacell 4720004556

distance 0.132

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":472,"cluster_id":4720008271}}}'

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.