Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012987

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870002403

distance 0.282 · cross-district

#2 · Nashikcell 4870001471

distance 0.31 · cross-district

#3 · Punecell 4900012996

distance 0.314

#4 · Punecell 4900013035

distance 0.318

#5 · Nashikcell 4870002498

distance 0.318 · cross-district

#6 · Nashikcell 4870001372

distance 0.319 · cross-district

#7 · Punecell 4900012833

distance 0.325

#8 · Ahmednagarcell 4660012277

distance 0.325 · cross-district

#9 · Sataracell 4940008712

distance 0.325 · cross-district

#10 · Punecell 4900012755

distance 0.332

#11 · Punecell 4900012555

distance 0.337

#12 · Nashikcell 4870002954

distance 0.343 · cross-district

#13 · Punecell 4900012541

distance 0.344

#14 · Nashikcell 4870002404

distance 0.344 · cross-district

#15 · Punecell 4900012685

distance 0.346

#16 · Nashikcell 4870001382

distance 0.35 · cross-district

#17 · Ahmednagarcell 4660012975

distance 0.357 · cross-district

#18 · Punecell 4900012268

distance 0.358

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":4900012987}}}'

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.