Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003786

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004347

distance 0.178

#2 · Punecell 4900003929

distance 0.193

#3 · Punecell 4900002220

distance 0.227

#4 · Raigadcell 4910001806

distance 0.25 · cross-district

#5 · Raigadcell 4910001691

distance 0.284 · cross-district

#6 · Punecell 4900007654

distance 0.288

#7 · Punecell 4900002522

distance 0.295

#8 · Raigadcell 4910001571

distance 0.31 · cross-district

#9 · Punecell 4900007407

distance 0.312

#10 · Punecell 4900007645

distance 0.324

#11 · Punecell 4900006080

distance 0.332

#12 · Punecell 4900006806

distance 0.336

#13 · Punecell 4900003251

distance 0.341

#14 · Raigadcell 4910001272

distance 0.349 · cross-district

#15 · Punecell 4900007658

distance 0.349

#16 · Punecell 4900006549

distance 0.353

#17 · Punecell 4900006565

distance 0.353

#18 · Punecell 4900006563

distance 0.355

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":4900003786}}}'

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.