Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008767

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

0.4

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870000550

distance 0.4 · cross-district

#2 · Punecell 4900007763

distance 0.405

#3 · Raigadcell 4910004290

distance 0.432 · cross-district

#4 · Nashikcell 4870000000

distance 0.444 · cross-district

#5 · Raigadcell 4910003660

distance 0.452 · cross-district

#6 · Punecell 4900009098

distance 0.455

#7 · Raigadcell 4910004527

distance 0.473 · cross-district

#8 · Raigadcell 4910003995

distance 0.474 · cross-district

#9 · Raigadcell 4910004240

distance 0.479 · cross-district

#10 · Raigadcell 4910004485

distance 0.48 · cross-district

#11 · Raigadcell 4910004141

distance 0.488 · cross-district

#12 · Nashikcell 4870002060

distance 0.498 · cross-district

#13 · Sataracell 4940006226

distance 0.506 · cross-district

#14 · Ratnagiricell 4920001518

distance 0.507 · cross-district

#15 · Ratnagiricell 4920007037

distance 0.508 · cross-district

#16 · Punecell 4900007878

distance 0.512

#17 · Nashikcell 4870002152

distance 0.512 · cross-district

#18 · Nashikcell 4870002061

distance 0.513 · 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":4900008767}}}'

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.