Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013095

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013059

distance 0.348

#2 · Punecell 4900013054

distance 0.401

#3 · Punecell 4900013157

distance 0.42

#4 · Punecell 4900012811

distance 0.445

#5 · Punecell 4900013127

distance 0.446

#6 · Punecell 4900013129

distance 0.449

#7 · Punecell 4900013256

distance 0.451

#8 · Punecell 4900013316

distance 0.456

#9 · Punecell 4900013009

distance 0.46

#10 · Punecell 4900013008

distance 0.462

#11 · Punecell 4900013343

distance 0.462

#12 · Punecell 4900013219

distance 0.463

#13 · Punecell 4900013364

distance 0.468

#14 · Punecell 4900013190

distance 0.474

#15 · Punecell 4900013189

distance 0.48

#16 · Raigadcell 4910000016

distance 0.481 · cross-district

#17 · Ahmednagarcell 4660010975

distance 0.487 · cross-district

#18 · Punecell 4900013158

distance 0.488

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":4900013095}}}'

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.