Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001257

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008956

distance 0.244 · cross-district

#2 · Punecell 4900003702

distance 0.352

#3 · Sataracell 4940008997

distance 0.36 · cross-district

#4 · Sataracell 4940008973

distance 0.393 · cross-district

#5 · Sataracell 4940007741

distance 0.394 · cross-district

#6 · Sataracell 4940007636

distance 0.396 · cross-district

#7 · Punecell 4900012462

distance 0.408

#8 · Sataracell 4940008050

distance 0.414 · cross-district

#9 · Punecell 4900001520

distance 0.42

#10 · Sataracell 4940008974

distance 0.42 · cross-district

#11 · Punecell 4900013015

distance 0.426

#12 · Punecell 4900012534

distance 0.426

#13 · Punecell 4900001258

distance 0.43

#14 · Punecell 4900012978

distance 0.434

#15 · Punecell 4900012977

distance 0.435

#16 · Punecell 4900012692

distance 0.438

#17 · Sataracell 4940008049

distance 0.438 · cross-district

#18 · Punecell 4900003568

distance 0.439

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":4900001257}}}'

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.