Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006013

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004952

distance 0.279 · cross-district

#2 · Punecell 4900006381

distance 0.329

#3 · Ahmednagarcell 4660005040

distance 0.33 · cross-district

#4 · Punecell 4900006380

distance 0.353

#5 · Punecell 4900006032

distance 0.356

#6 · Ahmednagarcell 4660004856

distance 0.363 · cross-district

#7 · Ahmednagarcell 4660005041

distance 0.398 · cross-district

#8 · Punecell 4900006158

distance 0.403

#9 · Punecell 4900007256

distance 0.407

#10 · Ahmednagarcell 4660004512

distance 0.414 · cross-district

#11 · Nashikcell 4870003123

distance 0.414 · cross-district

#12 · Punecell 4900005751

distance 0.42

#13 · Jalgaoncell 4780004428

distance 0.422 · cross-district

#14 · Nashikcell 4870004390

distance 0.422 · cross-district

#15 · Punecell 4900005754

distance 0.424

#16 · Chhatrapati Sambhajinagarcell 4690003397

distance 0.428 · cross-district

#17 · Punecell 4900006501

distance 0.428

#18 · Jalgaoncell 4780001652

distance 0.429 · 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":4900006013}}}'

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.