Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005257

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004854

distance 0.248

#2 · Nashikcell 4870011562

distance 0.303 · cross-district

#3 · Punecell 4900010020

distance 0.313

#4 · Solapurcell 4960001802

distance 0.314 · cross-district

#5 · Ahmednagarcell 4660003802

distance 0.322 · cross-district

#6 · Amravaticell 4680002696

distance 0.327 · cross-district

#7 · Washimcell 4990003861

distance 0.333 · cross-district

#8 · Punecell 4900003905

distance 0.335

#9 · Punecell 4900003908

distance 0.336

#10 · Akolacell 4670001229

distance 0.34 · cross-district

#11 · Dharashivcell 4880005936

distance 0.341 · cross-district

#12 · Solapurcell 4960011188

distance 0.342 · cross-district

#13 · Dhulecell 4740000989

distance 0.344 · cross-district

#14 · Jalgaoncell 4780004429

distance 0.345 · cross-district

#15 · Ahmednagarcell 4660004697

distance 0.348 · cross-district

#16 · Nashikcell 4870002754

distance 0.349 · cross-district

#17 · Akolacell 4670001679

distance 0.353 · cross-district

#18 · Solapurcell 4960004110

distance 0.356 · 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":4900005257}}}'

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.