Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008219

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

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010217

distance 0.29

#2 · Punecell 4900009003

distance 0.307

#3 · Punecell 4900008555

distance 0.313

#4 · Raigadcell 4910005106

distance 0.324 · cross-district

#5 · Raigadcell 4910005514

distance 0.331 · cross-district

#6 · Punecell 4900008770

distance 0.338

#7 · Punecell 4900007778

distance 0.345

#8 · Punecell 4900008777

distance 0.348

#9 · Punecell 4900009628

distance 0.353

#10 · Punecell 4900008326

distance 0.37

#11 · Raigadcell 4910005102

distance 0.37 · cross-district

#12 · Punecell 4900008108

distance 0.371

#13 · Punecell 4900010397

distance 0.375

#14 · Raigadcell 4910005607

distance 0.378 · cross-district

#15 · Punecell 4900010592

distance 0.386

#16 · Punecell 4900009016

distance 0.395

#17 · Raigadcell 4910005457

distance 0.402 · cross-district

#18 · Punecell 4900010166

distance 0.403

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":4900008219}}}'

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.