Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008731

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008619

distance 0.244

#2 · Punecell 4900010017

distance 0.371

#3 · Punecell 4900008282

distance 0.374

#4 · Punecell 4900011399

distance 0.394

#5 · Punecell 4900009917

distance 0.395

#6 · Punecell 4900009503

distance 0.424

#7 · Punecell 4900013107

distance 0.435

#8 · Punecell 4900007224

distance 0.46

#9 · Punecell 4900008394

distance 0.462

#10 · Punecell 4900009292

distance 0.486

#11 · Punecell 4900008508

distance 0.488

#12 · Sataracell 4940007544

distance 0.488 · cross-district

#13 · Punecell 4900003433

distance 0.495

#14 · Punecell 4900012266

distance 0.5

#15 · Punecell 4900005899

distance 0.501

#16 · Punecell 4900006023

distance 0.504

#17 · Punecell 4900008059

distance 0.507

#18 · Solapurcell 4960008143

distance 0.508 · 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":4900008731}}}'

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.