Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005464

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003755

distance 0.068 · cross-district

#2 · Jalnacell 4790002652

distance 0.077 · cross-district

#3 · Jalnacell 4790003675

distance 0.082 · cross-district

#4 · Jalnacell 4790003754

distance 0.092 · cross-district

#5 · Jalnacell 4790002560

distance 0.094 · cross-district

#6 · Jalnacell 4790004181

distance 0.099 · cross-district

#7 · Jalnacell 4790003837

distance 0.099 · cross-district

#8 · Jalnacell 4790003847

distance 0.103 · cross-district

#9 · Jalnacell 4790002729

distance 0.106 · cross-district

#10 · Jalnacell 4790002734

distance 0.108 · cross-district

#11 · Jalnacell 4790004015

distance 0.112 · cross-district

#12 · Jalnacell 4790004169

distance 0.112 · cross-district

#13 · Jalnacell 4790003751

distance 0.113 · cross-district

#14 · Jalnacell 4790002817

distance 0.113 · cross-district

#15 · Jalnacell 4790002814

distance 0.113 · cross-district

#16 · Jalnacell 4790003240

distance 0.121 · cross-district

#17 · Akolacell 4670000247

distance 0.122 · cross-district

#18 · Parbhanicell 4890005440

distance 0.122

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":4890005464}}}'

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.