Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003304

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.436

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005555

distance 0.436 · cross-district

#2 · Solapurcell 4960006481

distance 0.469 · cross-district

#3 · Punecell 4900005406

distance 0.497

#4 · Punecell 4900006417

distance 0.514

#5 · Ahmednagarcell 4660004343

distance 0.524 · cross-district

#6 · Punecell 4900000438

distance 0.526

#7 · Solapurcell 4960005458

distance 0.534 · cross-district

#8 · Ahmednagarcell 4660014179

distance 0.539 · cross-district

#9 · Punecell 4900006652

distance 0.54

#10 · Punecell 4900000002

distance 0.543

#11 · Sataracell 4940007580

distance 0.545 · cross-district

#12 · Sataracell 4940008981

distance 0.546 · cross-district

#13 · Punecell 4900001357

distance 0.547

#14 · Sataracell 4940008811

distance 0.547 · cross-district

#15 · Punecell 4900001448

distance 0.563

#16 · Sataracell 4940004851

distance 0.564 · cross-district

#17 · Nashikcell 4870002858

distance 0.567 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001260

distance 0.568 · 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":490,"cluster_id":4900003304}}}'

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.