Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001252

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003403

distance 0.248

#2 · Punecell 4900001125

distance 0.281

#3 · Punecell 4900001783

distance 0.314

#4 · Punecell 4900001511

distance 0.327

#5 · Gondiacell 4760004115

distance 0.33 · cross-district

#6 · Gondiacell 4760004256

distance 0.334 · cross-district

#7 · Gondiacell 4760004301

distance 0.34 · cross-district

#8 · Gondiacell 4760004108

distance 0.341 · cross-district

#9 · Gondiacell 4760004109

distance 0.341 · cross-district

#10 · Gondiacell 4760003749

distance 0.342 · cross-district

#11 · Gondiacell 4760004118

distance 0.342 · cross-district

#12 · Gondiacell 4760004160

distance 0.344 · cross-district

#13 · Gondiacell 4760003928

distance 0.345 · cross-district

#14 · Gondiacell 4760004028

distance 0.348 · cross-district

#15 · Gondiacell 4760004465

distance 0.348 · cross-district

#16 · Gondiacell 4760004325

distance 0.349 · cross-district

#17 · Gondiacell 4760003922

distance 0.349 · cross-district

#18 · Punecell 4900002846

distance 0.35

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":4900001252}}}'

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.