Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005028

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

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003503

distance 0.06 · cross-district

#2 · Parbhanicell 4890005338

distance 0.067

#3 · Parbhanicell 4890004793

distance 0.097

#4 · Jalnacell 4790002908

distance 0.099 · cross-district

#5 · Jalnacell 4790002651

distance 0.103 · cross-district

#6 · Parbhanicell 4890004363

distance 0.104

#7 · Jalnacell 4790002907

distance 0.105 · cross-district

#8 · Parbhanicell 4890004743

distance 0.109

#9 · Buldhanacell 4720004279

distance 0.112 · cross-district

#10 · Jalnacell 4790003327

distance 0.112 · cross-district

#11 · Parbhanicell 4890004898

distance 0.113

#12 · Parbhanicell 4890004850

distance 0.116

#13 · Buldhanacell 4720000020

distance 0.12 · cross-district

#14 · Jalnacell 4790001973

distance 0.12 · cross-district

#15 · Buldhanacell 4720004438

distance 0.121 · cross-district

#16 · Jalnacell 4790003928

distance 0.121 · cross-district

#17 · Jalnacell 4790003156

distance 0.121 · cross-district

#18 · Parbhanicell 4890004189

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":4890005028}}}'

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.