Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720006813

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

0.025

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006746

distance 0.025

#2 · Buldhanacell 4720006541

distance 0.045

#3 · Buldhanacell 4720006475

distance 0.065

#4 · Buldhanacell 4720006474

distance 0.075

#5 · Amravaticell 4680004837

distance 0.077 · cross-district

#6 · Buldhanacell 4720006679

distance 0.077

#7 · Buldhanacell 4720006543

distance 0.078

#8 · Akolacell 4670004249

distance 0.079 · cross-district

#9 · Amravaticell 4680004025

distance 0.082 · cross-district

#10 · Akolacell 4670003942

distance 0.085 · cross-district

#11 · Akolacell 4670003976

distance 0.086 · cross-district

#12 · Akolacell 4670004017

distance 0.087 · cross-district

#13 · Amravaticell 4680004019

distance 0.087 · cross-district

#14 · Amravaticell 4680003522

distance 0.087 · cross-district

#15 · Akolacell 4670004011

distance 0.088 · cross-district

#16 · Amravaticell 4680002841

distance 0.088 · cross-district

#17 · Amravaticell 4680003821

distance 0.089 · cross-district

#18 · Amravaticell 4680005030

distance 0.089 · 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":4720006813}}}'

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.