Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004367

The MH-36 locality cells most similar to this Parbhani 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004317

distance 0.048

#2 · Parbhanicell 4890004887

distance 0.079

#3 · Parbhanicell 4890004368

distance 0.081

#4 · Jalnacell 4790002814

distance 0.082 · cross-district

#5 · Jalnacell 4790002729

distance 0.084 · cross-district

#6 · Parbhanicell 4890004328

distance 0.086

#7 · Parbhanicell 4890004523

distance 0.086

#8 · Parbhanicell 4890004698

distance 0.088

#9 · Parbhanicell 4890004661

distance 0.088

#10 · Parbhanicell 4890004522

distance 0.091

#11 · Parbhanicell 4890004697

distance 0.092

#12 · Parbhanicell 4890004002

distance 0.092

#13 · Jalnacell 4790004181

distance 0.095 · cross-district

#14 · Jalnacell 4790003240

distance 0.095 · cross-district

#15 · Jalnacell 4790002559

distance 0.095 · cross-district

#16 · Parbhanicell 4890004058

distance 0.096

#17 · Parbhanicell 4890005440

distance 0.096

#18 · Jalnacell 4790002317

distance 0.098 · 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":489,"cluster_id":4890004367}}}'

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.