Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002957

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002433

distance 0.266 · cross-district

#2 · Beedcell 4700006823

distance 0.35 · cross-district

#3 · Punecell 4900009097

distance 0.38

#4 · Akolacell 4670001228

distance 0.383 · cross-district

#5 · Dharashivcell 4880000463

distance 0.39 · cross-district

#6 · Beedcell 4700004699

distance 0.393 · cross-district

#7 · Solapurcell 4960011638

distance 0.405 · cross-district

#8 · Dharashivcell 4880001097

distance 0.433 · cross-district

#9 · Sataracell 4940005374

distance 0.437 · cross-district

#10 · Sataracell 4940005456

distance 0.441 · cross-district

#11 · Laturcell 4810001486

distance 0.442 · cross-district

#12 · Sataracell 4940005209

distance 0.442 · cross-district

#13 · Beedcell 4700006657

distance 0.448 · cross-district

#14 · Punecell 4900003363

distance 0.46

#15 · Sataracell 4940000347

distance 0.467 · cross-district

#16 · Sataracell 4940002822

distance 0.468 · cross-district

#17 · Dhulecell 4740003012

distance 0.47 · cross-district

#18 · Punecell 4900003362

distance 0.478

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":4900002957}}}'

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.