Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007010

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005521

distance 0.285

#2 · Punecell 4900005648

distance 0.303

#3 · Jalgaoncell 4780004484

distance 0.304 · cross-district

#4 · Akolacell 4670001239

distance 0.31 · cross-district

#5 · Punecell 4900001055

distance 0.312

#6 · Punecell 4900001313

distance 0.321

#7 · Ahmednagarcell 4660004064

distance 0.324 · cross-district

#8 · Jalgaoncell 4780003705

distance 0.325 · cross-district

#9 · Solapurcell 4960008104

distance 0.333 · cross-district

#10 · Solapurcell 4960005002

distance 0.337 · cross-district

#11 · Beedcell 4700002357

distance 0.35 · cross-district

#12 · Ahmednagarcell 4660012600

distance 0.351 · cross-district

#13 · Ahmednagarcell 4660010279

distance 0.353 · cross-district

#14 · Nashikcell 4870010847

distance 0.359 · cross-district

#15 · Ahmednagarcell 4660007641

distance 0.359 · cross-district

#16 · Ahmednagarcell 4660009933

distance 0.362 · cross-district

#17 · Ahmednagarcell 4660006510

distance 0.364 · cross-district

#18 · Nandedcell 4850002293

distance 0.364 · 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":4900007010}}}'

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.