Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001906

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005819

distance 0.277 · cross-district

#2 · Punecell 4900002809

distance 0.289

#3 · Punecell 4900002801

distance 0.295

#4 · Chhatrapati Sambhajinagarcell 4690002066

distance 0.31 · cross-district

#5 · Punecell 4900009818

distance 0.312

#6 · Dharashivcell 4880000262

distance 0.315 · cross-district

#7 · Beedcell 4700003310

distance 0.327 · cross-district

#8 · Dhulecell 4740004721

distance 0.342 · cross-district

#9 · Beedcell 4700008677

distance 0.345 · cross-district

#10 · Nandedcell 4850003931

distance 0.347 · cross-district

#11 · Washimcell 4990002942

distance 0.348 · cross-district

#12 · Kolhapurcell 4800004895

distance 0.349 · cross-district

#13 · Solapurcell 4960010976

distance 0.353 · cross-district

#14 · Solapurcell 4960011371

distance 0.359 · cross-district

#15 · Sanglicell 4930006153

distance 0.359 · cross-district

#16 · Jalgaoncell 4780007369

distance 0.362 · cross-district

#17 · Jalgaoncell 4780006839

distance 0.364 · cross-district

#18 · Solapurcell 4960011054

distance 0.364 · 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":4900001906}}}'

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.