Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007408

The MH-36 locality cells most similar to this Pune 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 2 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007650

distance 0.235

#2 · Punecell 4900004338

distance 0.251

#3 · Punecell 4900007423

distance 0.264

#4 · Punecell 4900004603

distance 0.268

#5 · Punecell 4900006424

distance 0.269

#6 · Punecell 4900005557

distance 0.272

#7 · Punecell 4900005155

distance 0.279

#8 · Punecell 4900007036

distance 0.28

#9 · Punecell 4900004740

distance 0.282

#10 · Punecell 4900007171

distance 0.283

#11 · Punecell 4900007303

distance 0.284

#12 · Punecell 4900006667

distance 0.286

#13 · Punecell 4900004880

distance 0.29

#14 · Punecell 4900005019

distance 0.291

#15 · Raigadcell 4910001798

distance 0.298 · cross-district

#16 · Punecell 4900007406

distance 0.3

#17 · Punecell 4900003922

distance 0.3

#18 · Punecell 4900005811

distance 0.301

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":490,"cluster_id":4900007408}}}'

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.