Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000997

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

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008057

distance 0.27 · cross-district

#2 · Punecell 4900000381

distance 0.284

#3 · Sataracell 4940007433

distance 0.301 · cross-district

#4 · Punecell 4900000873

distance 0.313

#5 · Punecell 4900000537

distance 0.317

#6 · Punecell 4900000751

distance 0.319

#7 · Punecell 4900000463

distance 0.339

#8 · Sataracell 4940008257

distance 0.346 · cross-district

#9 · Punecell 4900000763

distance 0.35

#10 · Punecell 4900002120

distance 0.359

#11 · Sataracell 4940006769

distance 0.369 · cross-district

#12 · Punecell 4900003960

distance 0.37

#13 · Punecell 4900000874

distance 0.371

#14 · Punecell 4900012734

distance 0.374

#15 · Sataracell 4940007232

distance 0.374 · cross-district

#16 · Punecell 4900012602

distance 0.375

#17 · Punecell 4900000640

distance 0.376

#18 · Sataracell 4940006899

distance 0.381 · cross-district

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":4900000997}}}'

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.