Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012579

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

0.497

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010033

distance 0.497

#2 · Raigadcell 4910002111

distance 0.511 · cross-district

#3 · Punecell 4900009412

distance 0.541

#4 · Punecell 4900006679

distance 0.545

#5 · Punecell 4900010403

distance 0.588

#6 · Raigadcell 4910002715

distance 0.591 · cross-district

#7 · Punecell 4900005415

distance 0.592

#8 · Punecell 4900009518

distance 0.61

#9 · Punecell 4900004754

distance 0.612

#10 · Punecell 4900012040

distance 0.612

#11 · Punecell 4900012578

distance 0.615

#12 · Raigadcell 4910002208

distance 0.617 · cross-district

#13 · Punecell 4900007649

distance 0.631

#14 · Punecell 4900008768

distance 0.631

#15 · Punecell 4900007045

distance 0.641

#16 · Punecell 4900005283

distance 0.643

#17 · Punecell 4900004905

distance 0.644

#18 · Raigadcell 4910005004

distance 0.648 · 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":4900012579}}}'

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.