Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013280

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013132

distance 0.22

#2 · Punecell 4900013061

distance 0.234

#3 · Punecell 4900013242

distance 0.284

#4 · Punecell 4900013250

distance 0.289

#5 · Ahmednagarcell 4660009342

distance 0.309 · cross-district

#6 · Ahmednagarcell 4660008658

distance 0.327 · cross-district

#7 · Punecell 4900013327

distance 0.328

#8 · Punecell 4900013325

distance 0.329

#9 · Nashikcell 4870000108

distance 0.329 · cross-district

#10 · Punecell 4900013367

distance 0.333

#11 · Ahmednagarcell 4660010507

distance 0.35 · cross-district

#12 · Nashikcell 4870000192

distance 0.353 · cross-district

#13 · Nashikcell 4870000735

distance 0.359 · cross-district

#14 · Nashikcell 4870003933

distance 0.363 · cross-district

#15 · Ahmednagarcell 4660007126

distance 0.368 · cross-district

#16 · Punecell 4900012962

distance 0.37

#17 · Nashikcell 4870000587

distance 0.376 · cross-district

#18 · Punecell 4900013311

distance 0.377

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":4900013280}}}'

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.