Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720002997

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790005763

distance 0.104 · cross-district

#2 · Buldhanacell 4720002775

distance 0.122

#3 · Buldhanacell 4720003073

distance 0.137

#4 · Jalnacell 4790005723

distance 0.149 · cross-district

#5 · Jalnacell 4790005623

distance 0.158 · cross-district

#6 · Jalnacell 4790005711

distance 0.158 · cross-district

#7 · Buldhanacell 4720001473

distance 0.166

#8 · Jalnacell 4790005855

distance 0.167 · cross-district

#9 · Jalnacell 4790005665

distance 0.175 · cross-district

#10 · Washimcell 4990000281

distance 0.178 · cross-district

#11 · Jalnacell 4790005526

distance 0.179 · cross-district

#12 · Jalnacell 4790005520

distance 0.18 · cross-district

#13 · Jalnacell 4790005618

distance 0.184 · cross-district

#14 · Jalnacell 4790005757

distance 0.194 · cross-district

#15 · Buldhanacell 4720003069

distance 0.194

#16 · Dharashivcell 4880003161

distance 0.195 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690008498

distance 0.195 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690008373

distance 0.197 · 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":4720002997}}}'

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.