Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012545

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

0.358

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012633

distance 0.358

#2 · Sataracell 4940007958

distance 0.365 · cross-district

#3 · Punecell 4900001057

distance 0.369

#4 · Nashikcell 4870001435

distance 0.373 · cross-district

#5 · Punecell 4900012899

distance 0.373

#6 · Punecell 4900001037

distance 0.383

#7 · Sataracell 4940006588

distance 0.385 · cross-district

#8 · Nashikcell 4870002165

distance 0.397 · cross-district

#9 · Punecell 4900000159

distance 0.399

#10 · Sataracell 4940008475

distance 0.401 · cross-district

#11 · Punecell 4900011527

distance 0.403

#12 · Punecell 4900008613

distance 0.412

#13 · Ahmednagarcell 4660012301

distance 0.413 · cross-district

#14 · Sataracell 4940007221

distance 0.417 · cross-district

#15 · Punecell 4900008850

distance 0.418

#16 · Punecell 4900003352

distance 0.425

#17 · Punecell 4900001288

distance 0.428

#18 · Punecell 4900013073

distance 0.429

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":4900012545}}}'

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.