Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003702

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012692

distance 0.32

#2 · Punecell 4900001101

distance 0.32

#3 · Sataracell 4940003600

distance 0.323 · cross-district

#4 · Solapurcell 4960011059

distance 0.328 · cross-district

#5 · Punecell 4900001831

distance 0.332

#6 · Solapurcell 4960011569

distance 0.333 · cross-district

#7 · Sataracell 4940008050

distance 0.337 · cross-district

#8 · Punecell 4900003568

distance 0.339

#9 · Punecell 4900003495

distance 0.343

#10 · Sataracell 4940007636

distance 0.343 · cross-district

#11 · Solapurcell 4960010514

distance 0.344 · cross-district

#12 · Punecell 4900012534

distance 0.346

#13 · Solapurcell 4960009846

distance 0.348 · cross-district

#14 · Punecell 4900001257

distance 0.352

#15 · Solapurcell 4960010345

distance 0.355 · cross-district

#16 · Solapurcell 4960010350

distance 0.359 · cross-district

#17 · Beedcell 4700002782

distance 0.359 · cross-district

#18 · Beedcell 4700007449

distance 0.361 · 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":4900003702}}}'

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.