Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003280

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

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003019

distance 0.246

#2 · Punecell 4900002718

distance 0.281

#3 · Punecell 4900003818

distance 0.313

#4 · Punecell 4900000751

distance 0.33

#5 · Punecell 4900003673

distance 0.346

#6 · Sataracell 4940007232

distance 0.354 · cross-district

#7 · Sataracell 4940008057

distance 0.369 · cross-district

#8 · Sataracell 4940006769

distance 0.375 · cross-district

#9 · Punecell 4900002711

distance 0.39

#10 · Sataracell 4940006804

distance 0.413 · cross-district

#11 · Punecell 4900000997

distance 0.415

#12 · Punecell 4900013168

distance 0.419

#13 · Punecell 4900002419

distance 0.42

#14 · Punecell 4900003008

distance 0.422

#15 · Punecell 4900004509

distance 0.425

#16 · Punecell 4900002095

distance 0.427

#17 · Punecell 4900003960

distance 0.44

#18 · Punecell 4900012376

distance 0.445

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":4900003280}}}'

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.