Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007879

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

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007991

distance 0.334

#2 · Punecell 4900008777

distance 0.355

#3 · Raigadcell 4910005313

distance 0.369 · cross-district

#4 · Punecell 4900008900

distance 0.399

#5 · Punecell 4900008101

distance 0.424

#6 · Punecell 4900010734

distance 0.428

#7 · Punecell 4900010902

distance 0.45

#8 · Punecell 4900008211

distance 0.463

#9 · Punecell 4900008893

distance 0.474

#10 · Punecell 4900007893

distance 0.483

#11 · Raigadcell 4910004851

distance 0.484 · cross-district

#12 · Punecell 4900008993

distance 0.49

#13 · Punecell 4900008551

distance 0.493

#14 · Punecell 4900010823

distance 0.496

#15 · Punecell 4900008898

distance 0.498

#16 · Punecell 4900010219

distance 0.5

#17 · Punecell 4900007897

distance 0.503

#18 · Raigadcell 4910005363

distance 0.504 · 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":4900007879}}}'

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.