Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011716

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 1 distinct districts

Index confidence

0.89

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 4900011715

distance 0.311

#2 · Punecell 4900009223

distance 0.397

#3 · Punecell 4900009229

distance 0.398

#4 · Punecell 4900009422

distance 0.403

#5 · Punecell 4900009026

distance 0.423

#6 · Punecell 4900009126

distance 0.432

#7 · Punecell 4900010857

distance 0.439

#8 · Punecell 4900009639

distance 0.451

#9 · Punecell 4900009243

distance 0.463

#10 · Punecell 4900008997

distance 0.471

#11 · Punecell 4900009235

distance 0.473

#12 · Punecell 4900008680

distance 0.474

#13 · Punecell 4900011446

distance 0.478

#14 · Punecell 4900009228

distance 0.486

#15 · Punecell 4900011652

distance 0.489

#16 · Punecell 4900006452

distance 0.493

#17 · Punecell 4900009740

distance 0.495

#18 · Punecell 4900009225

distance 0.499

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":4900011716}}}'

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.