Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012155

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

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011141

distance 0.311

#2 · Punecell 4900012087

distance 0.371

#3 · Raigadcell 4910005808

distance 0.382 · cross-district

#4 · Punecell 4900011427

distance 0.386

#5 · Punecell 4900011751

distance 0.414

#6 · Punecell 4900007990

distance 0.415

#7 · Punecell 4900012019

distance 0.426

#8 · Punecell 4900012154

distance 0.432

#9 · Punecell 4900012291

distance 0.444

#10 · Raigadcell 4910005468

distance 0.453 · cross-district

#11 · Punecell 4900011686

distance 0.471

#12 · Punecell 4900010562

distance 0.477

#13 · Punecell 4900010476

distance 0.478

#14 · Punecell 4900009824

distance 0.48

#15 · Punecell 4900010031

distance 0.486

#16 · Punecell 4900012223

distance 0.49

#17 · Punecell 4900009821

distance 0.495

#18 · Raigadcell 4910005618

distance 0.499 · 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":4900012155}}}'

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.