Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002474

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.376

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005128

distance 0.376

#2 · Punecell 4900002624

distance 0.419

#3 · Ahmednagarcell 4660004040

distance 0.421 · cross-district

#4 · Jalgaoncell 4780005340

distance 0.446 · cross-district

#5 · Nashikcell 4870004535

distance 0.479 · cross-district

#6 · Jalnacell 4790003955

distance 0.482 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003219

distance 0.485 · cross-district

#8 · Buldhanacell 4720005900

distance 0.489 · cross-district

#9 · Solapurcell 4960002933

distance 0.495 · cross-district

#10 · Buldhanacell 4720005825

distance 0.497 · cross-district

#11 · Solapurcell 4960003462

distance 0.5 · cross-district

#12 · Parbhanicell 4890004169

distance 0.515 · cross-district

#13 · Punecell 4900003302

distance 0.516

#14 · Sataracell 4940001240

distance 0.518 · cross-district

#15 · Nashikcell 4870001473

distance 0.52 · cross-district

#16 · Punecell 4900002937

distance 0.522

#17 · Punecell 4900005126

distance 0.526

#18 · Punecell 4900009809

distance 0.526

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":4900002474}}}'

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.