Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004881

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

0.93

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 4720004045

distance 0.092

#2 · Buldhanacell 4720004275

distance 0.095

#3 · Buldhanacell 4720004654

distance 0.095

#4 · Buldhanacell 4720005541

distance 0.098

#5 · Buldhanacell 4720005024

distance 0.1

#6 · Akolacell 4670000124

distance 0.1 · cross-district

#7 · Buldhanacell 4720004957

distance 0.1

#8 · Buldhanacell 4720003968

distance 0.103

#9 · Buldhanacell 4720005277

distance 0.103

#10 · Buldhanacell 4720005168

distance 0.106

#11 · Buldhanacell 4720004580

distance 0.106

#12 · Buldhanacell 4720006211

distance 0.107

#13 · Buldhanacell 4720004882

distance 0.108

#14 · Buldhanacell 4720004350

distance 0.109

#15 · Buldhanacell 4720003811

distance 0.11

#16 · Akolacell 4670000152

distance 0.111 · cross-district

#17 · Parbhanicell 4890005468

distance 0.113 · cross-district

#18 · Buldhanacell 4720006282

distance 0.113

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":4720004881}}}'

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.