Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011847

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

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011979

distance 0.27

#2 · Punecell 4900009645

distance 0.346

#3 · Punecell 4900010603

distance 0.348

#4 · Punecell 4900011781

distance 0.353

#5 · Punecell 4900011971

distance 0.354

#6 · Punecell 4900011968

distance 0.374

#7 · Punecell 4900011717

distance 0.407

#8 · Punecell 4900008999

distance 0.416

#9 · Punecell 4900010995

distance 0.439

#10 · Raigadcell 4910005304

distance 0.448 · cross-district

#11 · Punecell 4900010417

distance 0.45

#12 · Punecell 4900010166

distance 0.455

#13 · Punecell 4900008222

distance 0.456

#14 · Raigadcell 4910005516

distance 0.457 · cross-district

#15 · Punecell 4900010592

distance 0.46

#16 · Punecell 4900009135

distance 0.462

#17 · Raigadcell 4910005352

distance 0.463 · cross-district

#18 · Punecell 4900010217

distance 0.465

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":4900011847}}}'

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.