Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006137

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

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006140

distance 0.266

#2 · Punecell 4900006148

distance 0.301

#3 · Punecell 4900012840

distance 0.314

#4 · Punecell 4900003435

distance 0.314

#5 · Ahmednagarcell 4660007137

distance 0.317 · cross-district

#6 · Sataracell 4940007122

distance 0.319 · cross-district

#7 · Punecell 4900005905

distance 0.324

#8 · Punecell 4900005098

distance 0.325

#9 · Sataracell 4940008117

distance 0.329 · cross-district

#10 · Sataracell 4940004334

distance 0.351 · cross-district

#11 · Nashikcell 4870002596

distance 0.355 · cross-district

#12 · Ahmednagarcell 4660007353

distance 0.359 · cross-district

#13 · Punecell 4900008848

distance 0.36

#14 · Ahmednagarcell 4660007735

distance 0.362 · cross-district

#15 · Sataracell 4940008215

distance 0.366 · cross-district

#16 · Nashikcell 4870003085

distance 0.367 · cross-district

#17 · Punecell 4900001149

distance 0.367

#18 · Punecell 4900001280

distance 0.368

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":4900006137}}}'

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.