Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009537

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008456

distance 0.194

#2 · Punecell 4900008223

distance 0.252

#3 · Punecell 4900008023

distance 0.329

#4 · Punecell 4900009954

distance 0.335

#5 · Raigadcell 4910005158

distance 0.336 · cross-district

#6 · Punecell 4900010317

distance 0.362

#7 · Punecell 4900008568

distance 0.367

#8 · Punecell 4900008234

distance 0.38

#9 · Punecell 4900009732

distance 0.399

#10 · Punecell 4900010596

distance 0.403

#11 · Punecell 4900011909

distance 0.404

#12 · Punecell 4900010907

distance 0.408

#13 · Punecell 4900008238

distance 0.413

#14 · Punecell 4900006804

distance 0.424

#15 · Punecell 4900010248

distance 0.431

#16 · Punecell 4900011898

distance 0.439

#17 · Punecell 4900010597

distance 0.447

#18 · Punecell 4900010518

distance 0.457

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":4900009537}}}'

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.