Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005521

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005648

distance 0.232

#2 · Chhatrapati Sambhajinagarcell 4690000175

distance 0.262 · cross-district

#3 · Punecell 4900007010

distance 0.285

#4 · Ahmednagarcell 4660000914

distance 0.288 · cross-district

#5 · Beedcell 4700005436

distance 0.299 · cross-district

#6 · Solapurcell 4960005002

distance 0.308 · cross-district

#7 · Akolacell 4670001239

distance 0.309 · cross-district

#8 · Solapurcell 4960009733

distance 0.309 · cross-district

#9 · Jalgaoncell 4780005891

distance 0.313 · cross-district

#10 · Sanglicell 4930000213

distance 0.313 · cross-district

#11 · Ahmednagarcell 4660009053

distance 0.313 · cross-district

#12 · Ahmednagarcell 4660007641

distance 0.315 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001544

distance 0.317 · cross-district

#14 · Buldhanacell 4720007776

distance 0.318 · cross-district

#15 · Solapurcell 4960005791

distance 0.325 · cross-district

#16 · Ahmednagarcell 4660001431

distance 0.329 · cross-district

#17 · Punecell 4900001298

distance 0.336

#18 · Punecell 4900007030

distance 0.337

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":4900005521}}}'

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.