Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013165

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013112

distance 0.342

#2 · Punecell 4900013254

distance 0.356

#3 · Thanecell 4970001692

distance 0.358 · cross-district

#4 · Punecell 4900013288

distance 0.376

#5 · Punecell 4900000302

distance 0.412

#6 · Punecell 4900013128

distance 0.425

#7 · Punecell 4900013158

distance 0.438

#8 · Punecell 4900013164

distance 0.442

#9 · Raigadcell 4910000477

distance 0.456 · cross-district

#10 · Punecell 4900013008

distance 0.462

#11 · Ahmednagarcell 4660010479

distance 0.463 · cross-district

#12 · Punecell 4900013256

distance 0.467

#13 · Punecell 4900013390

distance 0.47

#14 · Punecell 4900000998

distance 0.473

#15 · Thanecell 4970002913

distance 0.478 · cross-district

#16 · Thanecell 4970000933

distance 0.479 · cross-district

#17 · Nashikcell 4870000032

distance 0.483 · cross-district

#18 · Ratnagiricell 4920005665

distance 0.488 · 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":4900013165}}}'

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.