Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004974

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870003565

distance 0.272 · cross-district

#2 · Beedcell 4700000921

distance 0.285 · cross-district

#3 · Ahmednagarcell 4660004029

distance 0.31 · cross-district

#4 · Punecell 4900006404

distance 0.317

#5 · Ahmednagarcell 4660014358

distance 0.33 · cross-district

#6 · Nashikcell 4870001387

distance 0.337 · cross-district

#7 · Punecell 4900003719

distance 0.342

#8 · Punecell 4900005488

distance 0.343

#9 · Ahmednagarcell 4660008248

distance 0.346 · cross-district

#10 · Punecell 4900003871

distance 0.357

#11 · Nashikcell 4870013160

distance 0.358 · cross-district

#12 · Ahmednagarcell 4660003976

distance 0.358 · cross-district

#13 · Punecell 4900003355

distance 0.364

#14 · Punecell 4900003430

distance 0.366

#15 · Nashikcell 4870010461

distance 0.367 · cross-district

#16 · Punecell 4900004023

distance 0.368

#17 · Punecell 4900003591

distance 0.368

#18 · Solapurcell 4960008139

distance 0.369 · 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":4900004974}}}'

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.