Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000854

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910000375

distance 0.297 · cross-district

#2 · Raigadcell 4910000697

distance 0.317 · cross-district

#3 · Punecell 4900000977

distance 0.323

#4 · Sataracell 4940005046

distance 0.333 · cross-district

#5 · Ratnagiricell 4920006620

distance 0.339 · cross-district

#6 · Ratnagiricell 4920006092

distance 0.347 · cross-district

#7 · Raigadcell 4910000017

distance 0.348 · cross-district

#8 · Raigadcell 4910000821

distance 0.354 · cross-district

#9 · Sataracell 4940005427

distance 0.355 · cross-district

#10 · Raigadcell 4910000335

distance 0.36 · cross-district

#11 · Nashikcell 4870003751

distance 0.366 · cross-district

#12 · Raigadcell 4910000064

distance 0.368 · cross-district

#13 · Raigadcell 4910000121

distance 0.369 · cross-district

#14 · Raigadcell 4910000883

distance 0.372 · cross-district

#15 · Sataracell 4940006444

distance 0.373 · cross-district

#16 · Raigadcell 4910000575

distance 0.377 · cross-district

#17 · Sataracell 4940005549

distance 0.377 · cross-district

#18 · Raigadcell 4910000374

distance 0.378 · 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":4900000854}}}'

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.