Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008034

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008370

distance 0.296

#2 · Punecell 4900009235

distance 0.346

#3 · Punecell 4900009124

distance 0.36

#4 · Punecell 4900008243

distance 0.376

#5 · Punecell 4900009413

distance 0.395

#6 · Punecell 4900007798

distance 0.399

#7 · Punecell 4900008587

distance 0.408

#8 · Punecell 4900009025

distance 0.418

#9 · Punecell 4900009017

distance 0.428

#10 · Punecell 4900008684

distance 0.43

#11 · Punecell 4900008026

distance 0.437

#12 · Punecell 4900007803

distance 0.458

#13 · Punecell 4900009110

distance 0.463

#14 · Punecell 4900009019

distance 0.467

#15 · Punecell 4900009317

distance 0.471

#16 · Punecell 4900009229

distance 0.492

#17 · Punecell 4900008920

distance 0.494

#18 · Punecell 4900008573

distance 0.504

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":4900008034}}}'

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.