Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005101

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005452

distance 0.084

#2 · Parbhanicell 4890005453

distance 0.097

#3 · Jalnacell 4790002483

distance 0.101 · cross-district

#4 · Jalnacell 4790002318

distance 0.104 · cross-district

#5 · Jalnacell 4790002733

distance 0.105 · cross-district

#6 · Jalnacell 4790003152

distance 0.109 · cross-district

#7 · Jalnacell 4790003418

distance 0.11 · cross-district

#8 · Parbhanicell 4890004799

distance 0.111

#9 · Jalnacell 4790003499

distance 0.112 · cross-district

#10 · Jalnacell 4790003330

distance 0.112 · cross-district

#11 · Jalnacell 4790001737

distance 0.115 · cross-district

#12 · Jalnacell 4790002235

distance 0.116 · cross-district

#13 · Jalnacell 4790002821

distance 0.117 · cross-district

#14 · Parbhanicell 4890004009

distance 0.119

#15 · Jalnacell 4790003753

distance 0.122 · cross-district

#16 · Jalnacell 4790002403

distance 0.123 · cross-district

#17 · Parbhanicell 4890004231

distance 0.124

#18 · Parbhanicell 4890004729

distance 0.125

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":4890005101}}}'

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.