Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009922

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010648

distance 0.222

#2 · Punecell 4900007781

distance 0.234

#3 · Punecell 4900009619

distance 0.238

#4 · Punecell 4900008655

distance 0.26

#5 · Punecell 4900011061

distance 0.263

#6 · Punecell 4900008104

distance 0.267

#7 · Punecell 4900010748

distance 0.272

#8 · Raigadcell 4910004957

distance 0.304 · cross-district

#9 · Punecell 4900011360

distance 0.324

#10 · Punecell 4900010820

distance 0.325

#11 · Raigadcell 4910005762

distance 0.333 · cross-district

#12 · Punecell 4900011219

distance 0.334

#13 · Punecell 4900010492

distance 0.338

#14 · Punecell 4900009822

distance 0.34

#15 · Punecell 4900010023

distance 0.343

#16 · Punecell 4900010021

distance 0.347

#17 · Punecell 4900008899

distance 0.347

#18 · Punecell 4900010121

distance 0.348

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":4900009922}}}'

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.