Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000302

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910000477

distance 0.233 · cross-district

#2 · Raigadcell 4910000476

distance 0.27 · cross-district

#3 · Raigadcell 4910000381

distance 0.322 · cross-district

#4 · Raigadcell 4910000298

distance 0.351 · cross-district

#5 · Raigadcell 4910000261

distance 0.357 · cross-district

#6 · Punecell 4900013254

distance 0.361

#7 · Raigadcell 4910000337

distance 0.368 · cross-district

#8 · Nashikcell 4870000001

distance 0.372 · cross-district

#9 · Punecell 4900013112

distance 0.375

#10 · Punecell 4900013164

distance 0.384

#11 · Punecell 4900013288

distance 0.387

#12 · Sataracell 4940008447

distance 0.393 · cross-district

#13 · Punecell 4900000998

distance 0.398

#14 · Sataracell 4940007932

distance 0.4 · cross-district

#15 · Raigadcell 4910000478

distance 0.402 · cross-district

#16 · Nashikcell 4870000032

distance 0.403 · cross-district

#17 · Raigadcell 4910000339

distance 0.404 · cross-district

#18 · Punecell 4900013165

distance 0.412

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":4900000302}}}'

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.