Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003899

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003877

distance 0.243

#2 · Punecell 4900002789

distance 0.245

#3 · Sataracell 4940007817

distance 0.267 · cross-district

#4 · Nashikcell 4870013271

distance 0.282 · cross-district

#5 · Punecell 4900001446

distance 0.282

#6 · Nashikcell 4870004831

distance 0.283 · cross-district

#7 · Nashikcell 4870004830

distance 0.286 · cross-district

#8 · Punecell 4900001616

distance 0.288

#9 · Solapurcell 4960008709

distance 0.291 · cross-district

#10 · Nashikcell 4870007047

distance 0.291 · cross-district

#11 · Nashikcell 4870001016

distance 0.292 · cross-district

#12 · Punecell 4900001861

distance 0.293

#13 · Punecell 4900000901

distance 0.294

#14 · Nandedcell 4850003384

distance 0.294 · cross-district

#15 · Sataracell 4940008575

distance 0.296 · cross-district

#16 · Punecell 4900004584

distance 0.299

#17 · Dharashivcell 4880000895

distance 0.299 · cross-district

#18 · Sataracell 4940004060

distance 0.3 · 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":4900003899}}}'

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.