Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004824

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790006628

distance 0.106 · cross-district

#2 · Jalnacell 4790006570

distance 0.112 · cross-district

#3 · Jalnacell 4790006582

distance 0.112 · cross-district

#4 · Buldhanacell 4720004964

distance 0.119

#5 · Jalnacell 4790006630

distance 0.125 · cross-district

#6 · Buldhanacell 4720004091

distance 0.128

#7 · Buldhanacell 4720004976

distance 0.131

#8 · Jalgaoncell 4780001332

distance 0.134 · cross-district

#9 · Buldhanacell 4720008248

distance 0.136

#10 · Jalnacell 4790006614

distance 0.136 · cross-district

#11 · Jalnacell 4790006611

distance 0.138 · cross-district

#12 · Buldhanacell 4720004747

distance 0.141

#13 · Amravaticell 4680001888

distance 0.142 · cross-district

#14 · Buldhanacell 4720004605

distance 0.143

#15 · Jalnacell 4790006583

distance 0.147 · cross-district

#16 · Akolacell 4670000182

distance 0.148 · cross-district

#17 · Buldhanacell 4720003945

distance 0.148

#18 · Buldhanacell 4720006743

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":4720004824}}}'

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.