Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002730

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005491

distance 0.221

#2 · Punecell 4900005357

distance 0.258

#3 · Punecell 4900001812

distance 0.26

#4 · Punecell 4900012427

distance 0.27

#5 · Punecell 4900005359

distance 0.279

#6 · Sataracell 4940007359

distance 0.28 · cross-district

#7 · Punecell 4900005499

distance 0.283

#8 · Sataracell 4940007867

distance 0.285 · cross-district

#9 · Ahmednagarcell 4660007298

distance 0.29 · cross-district

#10 · Ahmednagarcell 4660007152

distance 0.295 · cross-district

#11 · Ahmednagarcell 4660007447

distance 0.296 · cross-district

#12 · Punecell 4900005634

distance 0.296

#13 · Punecell 4900002577

distance 0.298

#14 · Ahmednagarcell 4660006576

distance 0.3 · cross-district

#15 · Punecell 4900002727

distance 0.3

#16 · Ahmednagarcell 4660007007

distance 0.308 · cross-district

#17 · Ahmednagarcell 4660010017

distance 0.312 · cross-district

#18 · Sataracell 4940005288

distance 0.316 · 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":4900002730}}}'

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.