Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005594

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.513

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006595

distance 0.513

#2 · Nashikcell 4870002611

distance 0.597 · cross-district

#3 · Nashikcell 4870002607

distance 0.627 · cross-district

#4 · Nashikcell 4870002959

distance 0.638 · cross-district

#5 · Nashikcell 4870002962

distance 0.642 · cross-district

#6 · Nashikcell 4870002831

distance 0.658 · cross-district

#7 · Nashikcell 4870002832

distance 0.668 · cross-district

#8 · Nashikcell 4870002505

distance 0.678 · cross-district

#9 · Nashikcell 4870002833

distance 0.681 · cross-district

#10 · Nashikcell 4870002423

distance 0.689 · cross-district

#11 · Nashikcell 4870002508

distance 0.69 · cross-district

#12 · Punecell 4900006115

distance 0.707

#13 · Nashikcell 4870002602

distance 0.726 · cross-district

#14 · Punecell 4900006116

distance 0.727

#15 · Nashikcell 4870002612

distance 0.73 · cross-district

#16 · Nashikcell 4870002417

distance 0.746 · cross-district

#17 · Sataracell 4940004701

distance 0.765 · cross-district

#18 · Nashikcell 4870002416

distance 0.768 · 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":4900005594}}}'

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.