Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013317

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.423

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013197

distance 0.423

#2 · Punecell 4900013295

distance 0.431

#3 · Punecell 4900012813

distance 0.433

#4 · Punecell 4900012930

distance 0.445

#5 · Punecell 4900013148

distance 0.474

#6 · Chhatrapati Sambhajinagarcell 4690004379

distance 0.476 · cross-district

#7 · Punecell 4900003145

distance 0.477

#8 · Sataracell 4940005681

distance 0.478 · cross-district

#9 · Punecell 4900013375

distance 0.484

#10 · Punecell 4900013147

distance 0.486

#11 · Punecell 4900012679

distance 0.5

#12 · Punecell 4900000865

distance 0.5

#13 · Punecell 4900013196

distance 0.504

#14 · Punecell 4900013373

distance 0.509

#15 · Punecell 4900013362

distance 0.521

#16 · Sataracell 4940008969

distance 0.524 · cross-district

#17 · Punecell 4900002541

distance 0.527

#18 · Punecell 4900013012

distance 0.528

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":4900013317}}}'

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.