Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009399

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009403

distance 0.23

#2 · Punecell 4900011348

distance 0.297

#3 · Ahmednagarcell 4660004997

distance 0.308 · cross-district

#4 · Punecell 4900008623

distance 0.314

#5 · Punecell 4900009506

distance 0.322

#6 · Punecell 4900009066

distance 0.324

#7 · Punecell 4900010637

distance 0.328

#8 · Punecell 4900010113

distance 0.331

#9 · Punecell 4900011057

distance 0.339

#10 · Ahmednagarcell 4660004897

distance 0.343 · cross-district

#11 · Punecell 4900011056

distance 0.346

#12 · Ahmednagarcell 4660004216

distance 0.348 · cross-district

#13 · Punecell 4900010299

distance 0.351

#14 · Punecell 4900011816

distance 0.352

#15 · Punecell 4900009797

distance 0.353

#16 · Punecell 4900007845

distance 0.359

#17 · Punecell 4900010977

distance 0.363

#18 · Ahmednagarcell 4660004996

distance 0.368 · 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":4900009399}}}'

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.