Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007284

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.421

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004751

distance 0.421

#2 · Punecell 4900007045

distance 0.452

#3 · Punecell 4900006795

distance 0.466

#4 · Punecell 4900007528

distance 0.472

#5 · Punecell 4900006428

distance 0.501

#6 · Raigadcell 4910002515

distance 0.506 · cross-district

#7 · Raigadcell 4910002865

distance 0.52 · cross-district

#8 · Punecell 4900004885

distance 0.524

#9 · Punecell 4900007172

distance 0.54

#10 · Punecell 4900005022

distance 0.541

#11 · Punecell 4900006317

distance 0.545

#12 · Punecell 4900006069

distance 0.547

#13 · Punecell 4900009850

distance 0.547

#14 · Punecell 4900009620

distance 0.55

#15 · Punecell 4900006552

distance 0.551

#16 · Punecell 4900010043

distance 0.552

#17 · Punecell 4900004349

distance 0.563

#18 · Punecell 4900007546

distance 0.564

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":4900007284}}}'

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.