Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001966

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 4 distinct districts

Index confidence

0.92

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 · Sataracell 4940008071

distance 0.296 · cross-district

#2 · Sataracell 4940008304

distance 0.318 · cross-district

#3 · Sataracell 4940007717

distance 0.32 · cross-district

#4 · Sataracell 4940008690

distance 0.321 · cross-district

#5 · Ahmednagarcell 4660006904

distance 0.326 · cross-district

#6 · Punecell 4900010635

distance 0.33

#7 · Punecell 4900003435

distance 0.342

#8 · Punecell 4900000468

distance 0.349

#9 · Sataracell 4940004868

distance 0.35 · cross-district

#10 · Punecell 4900007142

distance 0.354

#11 · Punecell 4900001280

distance 0.356

#12 · Sataracell 4940004379

distance 0.356 · cross-district

#13 · Sataracell 4940008010

distance 0.358 · cross-district

#14 · Punecell 4900006258

distance 0.361

#15 · Ahmednagarcell 4660004180

distance 0.362 · cross-district

#16 · Nashikcell 4870000284

distance 0.362 · cross-district

#17 · Punecell 4900002773

distance 0.365

#18 · Ahmednagarcell 4660007137

distance 0.366 · 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":4900001966}}}'

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.