Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002999

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

0.381

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008398

distance 0.381

#2 · Punecell 4900009767

distance 0.43

#3 · Ahmednagarcell 4660004017

distance 0.437 · cross-district

#4 · Punecell 4900008617

distance 0.439

#5 · Punecell 4900009503

distance 0.452

#6 · Punecell 4900009813

distance 0.459

#7 · Punecell 4900001946

distance 0.467

#8 · Punecell 4900002849

distance 0.472

#9 · Punecell 4900006023

distance 0.475

#10 · Punecell 4900006845

distance 0.476

#11 · Punecell 4900006136

distance 0.481

#12 · Sataracell 4940007438

distance 0.482 · cross-district

#13 · Punecell 4900006131

distance 0.482

#14 · Punecell 4900010069

distance 0.484

#15 · Punecell 4900012218

distance 0.488

#16 · Sataracell 4940007760

distance 0.489 · cross-district

#17 · Punecell 4900009049

distance 0.491

#18 · Punecell 4900006126

distance 0.494

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":4900002999}}}'

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.