Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001784

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

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001649

distance 0.306

#2 · Punecell 4900002091

distance 0.337

#3 · Punecell 4900001650

distance 0.345

#4 · Punecell 4900001513

distance 0.376

#5 · Gondiacell 4760003815

distance 0.383 · cross-district

#6 · Gondiacell 4760004399

distance 0.395 · cross-district

#7 · Gondiacell 4760004052

distance 0.408 · cross-district

#8 · Gondiacell 4760004421

distance 0.408 · cross-district

#9 · Gondiacell 4760004359

distance 0.41 · cross-district

#10 · Punecell 4900001506

distance 0.414

#11 · Gondiacell 4760004259

distance 0.424 · cross-district

#12 · Punecell 4900003661

distance 0.425

#13 · Nashikcell 4870004935

distance 0.427 · cross-district

#14 · Punecell 4900001642

distance 0.427

#15 · Punecell 4900001932

distance 0.435

#16 · Sataracell 4940006028

distance 0.44 · cross-district

#17 · Punecell 4900001247

distance 0.442

#18 · Gondiacell 4760003519

distance 0.445 · 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":4900001784}}}'

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.