Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004239

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004238

distance 0.054

#2 · Buldhanacell 4720003556

distance 0.064

#3 · Buldhanacell 4720003471

distance 0.067

#4 · Buldhanacell 4720003769

distance 0.069

#5 · Buldhanacell 4720003555

distance 0.072

#6 · Buldhanacell 4720003780

distance 0.073

#7 · Buldhanacell 4720003629

distance 0.077

#8 · Buldhanacell 4720003472

distance 0.078

#9 · Buldhanacell 4720004148

distance 0.084

#10 · Buldhanacell 4720003327

distance 0.085

#11 · Buldhanacell 4720003996

distance 0.085

#12 · Buldhanacell 4720003844

distance 0.086

#13 · Buldhanacell 4720003172

distance 0.089

#14 · Buldhanacell 4720004085

distance 0.09

#15 · Buldhanacell 4720003995

distance 0.091

#16 · Buldhanacell 4720003549

distance 0.092

#17 · Buldhanacell 4720003467

distance 0.092

#18 · Buldhanacell 4720003398

distance 0.092

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":4720004239}}}'

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.