Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720007697

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

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670003907

distance 0.089 · cross-district

#2 · Akolacell 4670004025

distance 0.101 · cross-district

#3 · Akolacell 4670003868

distance 0.102 · cross-district

#4 · Buldhanacell 4720007970

distance 0.102

#5 · Buldhanacell 4720007782

distance 0.106

#6 · Akolacell 4670004098

distance 0.107 · cross-district

#7 · Akolacell 4670004060

distance 0.114 · cross-district

#8 · Akolacell 4670003491

distance 0.119 · cross-district

#9 · Buldhanacell 4720007741

distance 0.119

#10 · Buldhanacell 4720007231

distance 0.12

#11 · Akolacell 4670002843

distance 0.122 · cross-district

#12 · Akolacell 4670002866

distance 0.122 · cross-district

#13 · Buldhanacell 4720007652

distance 0.124

#14 · Akolacell 4670004023

distance 0.124 · cross-district

#15 · Akolacell 4670003690

distance 0.125 · cross-district

#16 · Akolacell 4670002948

distance 0.128 · cross-district

#17 · Buldhanacell 4720007288

distance 0.129

#18 · Akolacell 4670003835

distance 0.133 · 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":472,"cluster_id":4720007697}}}'

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.