Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002756

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780009963

distance 0.251 · cross-district

#2 · Akolacell 4670003701

distance 0.272 · cross-district

#3 · Washimcell 4990004368

distance 0.305 · cross-district

#4 · Punecell 4900005508

distance 0.315

#5 · Sataracell 4940005543

distance 0.316 · cross-district

#6 · Jalgaoncell 4780004179

distance 0.317 · cross-district

#7 · Akolacell 4670003636

distance 0.324 · cross-district

#8 · Punecell 4900002787

distance 0.336

#9 · Sanglicell 4930006817

distance 0.339 · cross-district

#10 · Nandedcell 4850004069

distance 0.341 · cross-district

#11 · Punecell 4900002152

distance 0.349

#12 · Akolacell 4670003164

distance 0.35 · cross-district

#13 · Akolacell 4670003381

distance 0.351 · cross-district

#14 · Akolacell 4670001789

distance 0.352 · cross-district

#15 · Punecell 4900003211

distance 0.358

#16 · Akolacell 4670001954

distance 0.361 · cross-district

#17 · Punecell 4900004153

distance 0.362

#18 · Akolacell 4670002974

distance 0.363 · 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":4900002756}}}'

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.