Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013318

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013266

distance 0.26

#2 · Punecell 4900013297

distance 0.275

#3 · Punecell 4900013321

distance 0.354

#4 · Punecell 4900013233

distance 0.363

#5 · Punecell 4900012977

distance 0.367

#6 · Sataracell 4940007845

distance 0.37 · cross-district

#7 · Punecell 4900012534

distance 0.402

#8 · Punecell 4900012462

distance 0.409

#9 · Punecell 4900013015

distance 0.415

#10 · Punecell 4900013341

distance 0.419

#11 · Sataracell 4940007950

distance 0.424 · cross-district

#12 · Hingolicell 4770003370

distance 0.429 · cross-district

#13 · Nandurbarcell 4860005027

distance 0.431 · cross-district

#14 · Parbhanicell 4890005379

distance 0.435 · cross-district

#15 · Solapurcell 4960010348

distance 0.439 · cross-district

#16 · Punecell 4900013267

distance 0.44

#17 · Punecell 4900000748

distance 0.443

#18 · Punecell 4900012978

distance 0.448

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":4900013318}}}'

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.