Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006135

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.303

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006259

distance 0.303

#2 · Punecell 4900004388

distance 0.325

#3 · Sataracell 4940007647

distance 0.378 · cross-district

#4 · Punecell 4900008618

distance 0.4

#5 · Sataracell 4940004830

distance 0.403 · cross-district

#6 · Ahmednagarcell 4660011988

distance 0.413 · cross-district

#7 · Nashikcell 4870003433

distance 0.421 · cross-district

#8 · Punecell 4900012702

distance 0.438

#9 · Punecell 4900004250

distance 0.439

#10 · Ahmednagarcell 4660005578

distance 0.454 · cross-district

#11 · Solapurcell 4960007927

distance 0.459 · cross-district

#12 · Punecell 4900001444

distance 0.476

#13 · Punecell 4900004251

distance 0.479

#14 · Punecell 4900007212

distance 0.489

#15 · Punecell 4900009292

distance 0.49

#16 · Ahmednagarcell 4660012147

distance 0.491 · cross-district

#17 · Ahmednagarcell 4660011989

distance 0.496 · cross-district

#18 · Sanglicell 4930000294

distance 0.497 · 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":4900006135}}}'

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.