Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720001421

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007751

distance 0.35 · cross-district

#2 · Buldhanacell 4720003520

distance 0.381

#3 · Laturcell 4810002298

distance 0.405 · cross-district

#4 · Parbhanicell 4890000301

distance 0.423 · cross-district

#5 · Jalnacell 4790001200

distance 0.427 · cross-district

#6 · Chandrapurcell 4730002984

distance 0.447 · cross-district

#7 · Buldhanacell 4720004879

distance 0.469

#8 · Kolhapurcell 4800002420

distance 0.485 · cross-district

#9 · Buldhanacell 4720003745

distance 0.5

#10 · Chandrapurcell 4730005111

distance 0.513 · cross-district

#11 · Buldhanacell 4720004000

distance 0.534

#12 · Laturcell 4810005312

distance 0.539 · cross-district

#13 · Gadchirolicell 4750000064

distance 0.548 · cross-district

#14 · Buldhanacell 4720003896

distance 0.549

#15 · Buldhanacell 4720001420

distance 0.559

#16 · Gadchirolicell 4750000038

distance 0.568 · cross-district

#17 · Ahmednagarcell 4660010973

distance 0.57 · cross-district

#18 · Nandurbarcell 4860004927

distance 0.574 · 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":4720001421}}}'

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.