Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012222

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 3 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970000705

distance 0.212 · cross-district

#2 · Thanecell 4970000499

distance 0.22 · cross-district

#3 · Punecell 4900012224

distance 0.313

#4 · Punecell 4900010819

distance 0.329

#5 · Punecell 4900011139

distance 0.33

#6 · Raigadcell 4910001449

distance 0.335 · cross-district

#7 · Raigadcell 4910001457

distance 0.337 · cross-district

#8 · Punecell 4900004602

distance 0.339

#9 · Punecell 4900006199

distance 0.342

#10 · Thanecell 4970000238

distance 0.345 · cross-district

#11 · Punecell 4900012583

distance 0.346

#12 · Punecell 4900005017

distance 0.348

#13 · Raigadcell 4910004961

distance 0.348 · cross-district

#14 · Raigadcell 4910001633

distance 0.349 · cross-district

#15 · Raigadcell 4910004910

distance 0.351 · cross-district

#16 · Punecell 4900005681

distance 0.354

#17 · Raigadcell 4910002714

distance 0.354 · cross-district

#18 · Raigadcell 4910001076

distance 0.355 · 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":4900012222}}}'

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.