Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006379

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008510

distance 0.282

#2 · Nashikcell 4870002973

distance 0.315 · cross-district

#3 · Sataracell 4940008903

distance 0.318 · cross-district

#4 · Sataracell 4940008009

distance 0.319 · cross-district

#5 · Sataracell 4940008120

distance 0.335 · cross-district

#6 · Punecell 4900012335

distance 0.346

#7 · Punecell 4900007487

distance 0.346

#8 · Punecell 4900005224

distance 0.351

#9 · Ahmednagarcell 4660005186

distance 0.356 · cross-district

#10 · Punecell 4900000586

distance 0.376

#11 · Punecell 4900012262

distance 0.376

#12 · Punecell 4900004245

distance 0.379

#13 · Punecell 4900012686

distance 0.391

#14 · Nashikcell 4870011544

distance 0.393 · cross-district

#15 · Ahmednagarcell 4660005298

distance 0.399 · cross-district

#16 · Sataracell 4940008018

distance 0.403 · cross-district

#17 · Ahmednagarcell 4660005238

distance 0.407 · cross-district

#18 · Solapurcell 4960008022

distance 0.408 · 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":4900006379}}}'

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.