Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001575

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001314

distance 0.26

#2 · Punecell 4900003360

distance 0.327

#3 · Nashikcell 4870005424

distance 0.332 · cross-district

#4 · Punecell 4900012409

distance 0.352

#5 · Sataracell 4940007696

distance 0.358 · cross-district

#6 · Ahmednagarcell 4660004172

distance 0.37 · cross-district

#7 · Ahmednagarcell 4660012311

distance 0.372 · cross-district

#8 · Beedcell 4700004934

distance 0.372 · cross-district

#9 · Ahmednagarcell 4660011342

distance 0.373 · cross-district

#10 · Nashikcell 4870003839

distance 0.389 · cross-district

#11 · Ahmednagarcell 4660007633

distance 0.393 · cross-district

#12 · Nashikcell 4870003680

distance 0.394 · cross-district

#13 · Punecell 4900012481

distance 0.398

#14 · Beedcell 4700005104

distance 0.402 · cross-district

#15 · Sataracell 4940007918

distance 0.405 · cross-district

#16 · Sataracell 4940003859

distance 0.405 · cross-district

#17 · Punecell 4900006145

distance 0.405

#18 · Sataracell 4940008215

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":4900001575}}}'

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.