Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012154

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910003734

distance 0.17 · cross-district

#2 · Raigadcell 4910005618

distance 0.172 · cross-district

#3 · Punecell 4900010476

distance 0.177

#4 · Punecell 4900010562

distance 0.224

#5 · Raigadcell 4910003893

distance 0.253 · cross-district

#6 · Raigadcell 4910005569

distance 0.28 · cross-district

#7 · Punecell 4900007990

distance 0.287

#8 · Punecell 4900011141

distance 0.31

#9 · Raigadcell 4910005667

distance 0.32 · cross-district

#10 · Thanecell 4970000440

distance 0.324 · cross-district

#11 · Thanecell 4970000502

distance 0.332 · cross-district

#12 · Raigadcell 4910003733

distance 0.354 · cross-district

#13 · Thanecell 4970000568

distance 0.366 · cross-district

#14 · Raigadcell 4910005468

distance 0.366 · cross-district

#15 · Raigadcell 4910005808

distance 0.37 · cross-district

#16 · Thanecell 4970000381

distance 0.375 · cross-district

#17 · Punecell 4900011427

distance 0.383

#18 · Thanecell 4970000566

distance 0.385 · 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":4900012154}}}'

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.