Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004837

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005109

distance 0.092

#2 · Buldhanacell 4720004972

distance 0.103

#3 · Buldhanacell 4720004683

distance 0.112

#4 · Buldhanacell 4720004764

distance 0.12

#5 · Buldhanacell 4720003349

distance 0.132

#6 · Buldhanacell 4720005358

distance 0.132

#7 · Akolacell 4670001616

distance 0.136 · cross-district

#8 · Buldhanacell 4720005182

distance 0.137

#9 · Buldhanacell 4720005078

distance 0.137

#10 · Buldhanacell 4720005124

distance 0.137

#11 · Akolacell 4670002535

distance 0.138 · cross-district

#12 · Buldhanacell 4720004646

distance 0.139

#13 · Buldhanacell 4720005110

distance 0.142

#14 · Akolacell 4670001470

distance 0.145 · cross-district

#15 · Beedcell 4700005587

distance 0.147 · cross-district

#16 · Buldhanacell 4720005319

distance 0.148

#17 · Akolacell 4670001164

distance 0.148 · cross-district

#18 · Buldhanacell 4720005475

distance 0.148

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":4720004837}}}'

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.