Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002323

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.399

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004988

distance 0.399

#2 · Punecell 4900006504

distance 0.407

#3 · Chhatrapati Sambhajinagarcell 4690002691

distance 0.419 · cross-district

#4 · Nashikcell 4870009492

distance 0.422 · cross-district

#5 · Jalgaoncell 4780004695

distance 0.422 · cross-district

#6 · Kolhapurcell 4800004702

distance 0.433 · cross-district

#7 · Ahmednagarcell 4660014336

distance 0.438 · cross-district

#8 · Nashikcell 4870010715

distance 0.442 · cross-district

#9 · Punecell 4900005663

distance 0.446

#10 · Sanglicell 4930002370

distance 0.448 · cross-district

#11 · Kolhapurcell 4800003800

distance 0.45 · cross-district

#12 · Punecell 4900002167

distance 0.464

#13 · Punecell 4900005127

distance 0.465

#14 · Nashikcell 4870010585

distance 0.466 · cross-district

#15 · Solapurcell 4960008052

distance 0.467 · cross-district

#16 · Kolhapurcell 4800004356

distance 0.469 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003217

distance 0.475 · cross-district

#18 · Hingolicell 4770002309

distance 0.478 · 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":4900002323}}}'

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.