Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003099

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011649

distance 0.257 · cross-district

#2 · Jalgaoncell 4780006375

distance 0.307 · cross-district

#3 · Laturcell 4810004756

distance 0.321 · cross-district

#4 · Solapurcell 4960008602

distance 0.328 · cross-district

#5 · Laturcell 4810003970

distance 0.335 · cross-district

#6 · Kolhapurcell 4800003226

distance 0.34 · cross-district

#7 · Jalgaoncell 4780005247

distance 0.343 · cross-district

#8 · Solapurcell 4960011548

distance 0.348 · cross-district

#9 · Kolhapurcell 4800005484

distance 0.351 · cross-district

#10 · Kolhapurcell 4800004634

distance 0.361 · cross-district

#11 · Nandedcell 4850004414

distance 0.364 · cross-district

#12 · Kolhapurcell 4800005319

distance 0.369 · cross-district

#13 · Sataracell 4940005078

distance 0.37 · cross-district

#14 · Kolhapurcell 4800001669

distance 0.373 · cross-district

#15 · Beedcell 4700002183

distance 0.376 · cross-district

#16 · Kolhapurcell 4800003939

distance 0.377 · cross-district

#17 · Punecell 4900003905

distance 0.377

#18 · Kolhapurcell 4800004638

distance 0.377 · 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":4900003099}}}'

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.