Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005943

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004752

distance 0.312

#2 · Punecell 4900004481

distance 0.315

#3 · Punecell 4900005692

distance 0.359

#4 · Raigadcell 4910002864

distance 0.36 · cross-district

#5 · Punecell 4900004893

distance 0.377

#6 · Punecell 4900006069

distance 0.427

#7 · Punecell 4900008331

distance 0.43

#8 · Punecell 4900004754

distance 0.438

#9 · Punecell 4900003511

distance 0.447

#10 · Punecell 4900004896

distance 0.46

#11 · Punecell 4900003509

distance 0.463

#12 · Punecell 4900006067

distance 0.481

#13 · Punecell 4900006196

distance 0.483

#14 · Punecell 4900004894

distance 0.486

#15 · Punecell 4900004202

distance 0.489

#16 · Punecell 4900004753

distance 0.489

#17 · Punecell 4900006317

distance 0.492

#18 · Punecell 4900007045

distance 0.495

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":4900005943}}}'

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.