Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001934

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.426

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001787

distance 0.426

#2 · Punecell 4900013341

distance 0.438

#3 · Punecell 4900000748

distance 0.447

#4 · Sataracell 4940007844

distance 0.45 · cross-district

#5 · Punecell 4900001786

distance 0.452

#6 · Punecell 4900013297

distance 0.456

#7 · Sataracell 4940007948

distance 0.462 · cross-district

#8 · Sataracell 4940007740

distance 0.464 · cross-district

#9 · Parbhanicell 4890005321

distance 0.466 · cross-district

#10 · Parbhanicell 4890005462

distance 0.478 · cross-district

#11 · Punecell 4900013267

distance 0.486

#12 · Punecell 4900000747

distance 0.489

#13 · Parbhanicell 4890005380

distance 0.49 · cross-district

#14 · Parbhanicell 4890005401

distance 0.492 · cross-district

#15 · Hingolicell 4770002749

distance 0.493 · cross-district

#16 · Punecell 4900005451

distance 0.494

#17 · Hingolicell 4770002750

distance 0.494 · cross-district

#18 · Hingolicell 4770002673

distance 0.495 · 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":4900001934}}}'

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.